Dataset: tid2013

Click on any test image to see the reference image. Click on any predicted distortion map to see observers' markings


i01: lev=11 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0122
Spear. correl = 0.013
RMSE = 0.205
Likelihood = -0.0932

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00053
Spear. correl = 0.000615
RMSE = 0.326
Likelihood = -0.159

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0123
Spear. correl = -0.0127
RMSE = 0.132
Likelihood = -0.0533

Metric: T-SSIM


Prediction map
Pear. correl = 0.0195
Spear. correl = 0.0154
RMSE = 0.145
Likelihood = -0.0629

Metric: T-FSIM


Prediction map
Pear. correl = 0.00921
Spear. correl = 0.0139
RMSE = 0.182
Likelihood = -0.0662

Metric: T-VSI


Prediction map
Pear. correl = 0.00931
Spear. correl = 0.0141
RMSE = 0.243
Likelihood = -0.0963

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.013
Spear. correl = 0.0154
RMSE = 0.0722
Likelihood = -0.0275

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00926
Spear. correl = 0.0155
RMSE = 0.123
Likelihood = -0.0449

Metric: CNN


Prediction map
Pear. correl = 0.000927
Spear. correl = 0.00107
RMSE = 0.000315
Likelihood = -1.35e-05

i01: lev=12 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.000335
Spear. correl = -0.00065
RMSE = 0.274
Likelihood = -0.13

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0169
Spear. correl = -0.0148
RMSE = 0.427
Likelihood = -0.225

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0252
Spear. correl = -0.015
RMSE = 0.205
Likelihood = -0.0876

Metric: T-SSIM


Prediction map
Pear. correl = -0.0141
Spear. correl = -0.0136
RMSE = 0.261
Likelihood = -0.122

Metric: T-FSIM


Prediction map
Pear. correl = 0.011
Spear. correl = 0.015
RMSE = 0.285
Likelihood = -0.119

Metric: T-VSI


Prediction map
Pear. correl = 0.00647
Spear. correl = 0.00666
RMSE = 0.367
Likelihood = -0.174

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0148
Spear. correl = 0.0154
RMSE = 0.127
Likelihood = -0.0512

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0107
Spear. correl = 0.0154
RMSE = 0.231
Likelihood = -0.0973

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i01: lev=52 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00168
Spear. correl = 0.00189
RMSE = 0.274
Likelihood = -0.13

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00778
Spear. correl = -0.00941
RMSE = 0.425
Likelihood = -0.223

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0202
Spear. correl = -0.0144
RMSE = 0.104
Likelihood = -0.0403

Metric: T-SSIM


Prediction map
Pear. correl = -0.0048
Spear. correl = -0.00666
RMSE = 0.261
Likelihood = -0.122

Metric: T-FSIM


Prediction map
Pear. correl = 0.0098
Spear. correl = 0.0154
RMSE = 0.148
Likelihood = -0.0516

Metric: T-VSI


Prediction map
Pear. correl = 0.00539
Spear. correl = 0.00504
RMSE = 0.199
Likelihood = -0.0753

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0137
Spear. correl = 0.0154
RMSE = 0.098
Likelihood = -0.0385

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0145
Spear. correl = 0.0156
RMSE = 0.094
Likelihood = -0.0373

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i01: lev=85 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00795
Spear. correl = -0.00948
RMSE = 0.497
Likelihood = -0.283

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00773
Spear. correl = -0.00896
RMSE = 0.649
Likelihood = -0.441

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0143
Spear. correl = -0.0138
RMSE = 0.507
Likelihood = -0.286

Metric: T-SSIM


Prediction map
Pear. correl = -0.01
Spear. correl = -0.015
RMSE = 0.404
Likelihood = -0.21

Metric: T-FSIM


Prediction map
Pear. correl = 0.00409
Spear. correl = 0.0109
RMSE = 0.151
Likelihood = -0.0371

Metric: T-VSI


Prediction map
Pear. correl = 0.00519
Spear. correl = 0.0114
RMSE = 0.209
Likelihood = -0.0594

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0374
Spear. correl = 0.0156
RMSE = 0.178
Likelihood = -0.039

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0256
Spear. correl = 0.0175
RMSE = 0.0266
Likelihood = -0.00322

Metric: CNN


Prediction map
Pear. correl = -0.00328
Spear. correl = -0.0135
RMSE = 0.111
Likelihood = -0.0196

i01: lev=95 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.011
Spear. correl = 0.0119
RMSE = 0.416
Likelihood = -0.213

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00363
Spear. correl = -0.00469
RMSE = 0.454
Likelihood = -0.242

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00847
Spear. correl = -0.00929
RMSE = 0.232
Likelihood = -0.0849

Metric: T-SSIM


Prediction map
Pear. correl = -0.00584
Spear. correl = -0.00605
RMSE = 0.265
Likelihood = -0.111

Metric: T-FSIM


Prediction map
Pear. correl = 0.0175
Spear. correl = 0.0136
RMSE = 0.18
Likelihood = -0.0482

Metric: T-VSI


Prediction map
Pear. correl = 0.0109
Spear. correl = 0.0124
RMSE = 0.184
Likelihood = -0.0494

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.054
Spear. correl = 0.0158
RMSE = 0.125
Likelihood = -0.0197

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0877
Spear. correl = 0.017
RMSE = 0.0187
Likelihood = -0.00322

Metric: CNN


Prediction map
Pear. correl = -0.00114
Spear. correl = -0.00221
RMSE = 0.00298
Likelihood = -0.000157

i01: lev=105 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.000912
Spear. correl = 0.00365
RMSE = 0.499
Likelihood = -0.283

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0178
Spear. correl = 0.0149
RMSE = 0.35
Likelihood = -0.171

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00418
Spear. correl = -0.00551
RMSE = 0.0623
Likelihood = -0.0124

Metric: T-SSIM


Prediction map
Pear. correl = 0.00627
Spear. correl = 0.0101
RMSE = 0.342
Likelihood = -0.161

Metric: T-FSIM


Prediction map
Pear. correl = 0.0204
Spear. correl = 0.014
RMSE = 0.258
Likelihood = -0.092

Metric: T-VSI


Prediction map
Pear. correl = 0.0301
Spear. correl = 0.0149
RMSE = 0.168
Likelihood = -0.0485

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0543
Spear. correl = 0.0154
RMSE = 0.134
Likelihood = -0.0303

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0559
Spear. correl = 0.0157
RMSE = 0.049
Likelihood = -0.0107

Metric: CNN


Prediction map
Pear. correl = -0.00124
Spear. correl = -0.0017
RMSE = 0.00123
Likelihood = -6.97e-05

i01: lev=115 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.000341
Spear. correl = 0.000983
RMSE = 0.463
Likelihood = -0.249

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00945
Spear. correl = -0.0107
RMSE = 0.551
Likelihood = -0.325

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0121
Spear. correl = -0.0143
RMSE = 0.291
Likelihood = -0.122

Metric: T-SSIM


Prediction map
Pear. correl = -0.0102
Spear. correl = -0.0146
RMSE = 0.318
Likelihood = -0.141

Metric: T-FSIM


Prediction map
Pear. correl = 0.00842
Spear. correl = 0.0119
RMSE = 0.147
Likelihood = -0.0381

Metric: T-VSI


Prediction map
Pear. correl = 0.00851
Spear. correl = 0.0118
RMSE = 0.174
Likelihood = -0.0475

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0523
Spear. correl = 0.0158
RMSE = 0.129
Likelihood = -0.0225

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0929
Spear. correl = 0.0185
RMSE = 0.0101
Likelihood = -0.00134

Metric: CNN


Prediction map
Pear. correl = -0.00145
Spear. correl = -0.003
RMSE = 0.00371
Likelihood = -0.000247

i01: lev=201 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.003
Spear. correl = 0.00485
RMSE = 0.247
Likelihood = -0.112

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00206
Spear. correl = -0.00243
RMSE = 0.163
Likelihood = -0.0707

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00659
Spear. correl = -0.0105
RMSE = 0.0551
Likelihood = -0.0206

Metric: T-SSIM


Prediction map
Pear. correl = 0.00875
Spear. correl = 0.00975
RMSE = 0.228
Likelihood = -0.0988

Metric: T-FSIM


Prediction map
Pear. correl = 0.00842
Spear. correl = 0.0123
RMSE = 0.0939
Likelihood = -0.0317

Metric: T-VSI


Prediction map
Pear. correl = 0.00886
Spear. correl = 0.0138
RMSE = 0.114
Likelihood = -0.0388

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0299
Spear. correl = 0.0155
RMSE = 0.066
Likelihood = -0.0274

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0284
Spear. correl = 0.0156
RMSE = 0.0463
Likelihood = -0.0191

Metric: CNN


Prediction map
Pear. correl = 0.000115
Spear. correl = 0.000115
RMSE = 9.55e-06
Likelihood = -1.67e-08

i01: lev=221 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.000592
Spear. correl = -0.00162
RMSE = 0.227
Likelihood = -0.0995

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0134
Spear. correl = -0.0129
RMSE = 0.213
Likelihood = -0.0901

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0391
Spear. correl = -0.0153
RMSE = 0.213
Likelihood = -0.0772

Metric: T-SSIM


Prediction map
Pear. correl = -0.0029
Spear. correl = -0.00631
RMSE = 0.212
Likelihood = -0.0838

Metric: T-FSIM


Prediction map
Pear. correl = 0.00615
Spear. correl = 0.0102
RMSE = 0.171
Likelihood = -0.0555

Metric: T-VSI


Prediction map
Pear. correl = 0.00317
Spear. correl = -0.000409
RMSE = 0.228
Likelihood = -0.0829

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00643
Spear. correl = 0.00837
RMSE = 0.102
Likelihood = -0.0345

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0032
Spear. correl = -0.00107
RMSE = 0.0956
Likelihood = -0.0316

Metric: CNN


Prediction map
Pear. correl = 0.00217
Spear. correl = 0.00524
RMSE = 0.0347
Likelihood = -0.00363

i01: lev=235 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00956
Spear. correl = 0.0105
RMSE = 0.545
Likelihood = -0.329

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0128
Spear. correl = 0.0121
RMSE = 0.567
Likelihood = -0.35

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00964
Spear. correl = -0.0101
RMSE = 0.443
Likelihood = -0.226

Metric: T-SSIM


Prediction map
Pear. correl = -0.0102
Spear. correl = -0.0147
RMSE = 0.436
Likelihood = -0.239

Metric: T-FSIM


Prediction map
Pear. correl = 0.0268
Spear. correl = 0.0148
RMSE = 0.229
Likelihood = -0.075

Metric: T-VSI


Prediction map
Pear. correl = 0.025
Spear. correl = 0.0143
RMSE = 0.266
Likelihood = -0.0901

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0361
Spear. correl = 0.0151
RMSE = 0.194
Likelihood = -0.058

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0302
Spear. correl = 0.0151
RMSE = 0.0873
Likelihood = -0.0183

Metric: CNN


Prediction map
Pear. correl = -0.00238
Spear. correl = 0.0107
RMSE = 0.0671
Likelihood = -0.00923

i01: lev=241 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0103
Spear. correl = 0.0106
RMSE = 0.247
Likelihood = -0.112

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0256
Spear. correl = -0.0154
RMSE = 0.176
Likelihood = -0.0756

Metric: T-sCIELab


Prediction map
Pear. correl = -0.075
Spear. correl = -0.0156
RMSE = 0.151
Likelihood = -0.0603

Metric: T-SSIM


Prediction map
Pear. correl = 0.00803
Spear. correl = 0.00842
RMSE = 0.231
Likelihood = -0.0992

Metric: T-FSIM


Prediction map
Pear. correl = 0.00554
Spear. correl = 0.00545
RMSE = 0.215
Likelihood = -0.0847

Metric: T-VSI


Prediction map
Pear. correl = 0.00286
Spear. correl = 0.0009
RMSE = 0.262
Likelihood = -0.108

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0347
Spear. correl = 0.0156
RMSE = 0.0913
Likelihood = -0.0386

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0195
Spear. correl = 0.0153
RMSE = 0.128
Likelihood = -0.0538

Metric: CNN


Prediction map
Pear. correl = 0.00179
Spear. correl = 0.00206
RMSE = 0.000604
Likelihood = -4.93e-05

i01: lev=245 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0166
Spear. correl = -0.0151
RMSE = 0.461
Likelihood = -0.248

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0168
Spear. correl = -0.0144
RMSE = 0.534
Likelihood = -0.308

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0119
Spear. correl = -0.0153
RMSE = 0.294
Likelihood = -0.122

Metric: T-SSIM


Prediction map
Pear. correl = -0.0112
Spear. correl = -0.0152
RMSE = 0.317
Likelihood = -0.14

Metric: T-FSIM


Prediction map
Pear. correl = -0.00262
Spear. correl = 0.00328
RMSE = 0.149
Likelihood = -0.0384

Metric: T-VSI


Prediction map
Pear. correl = -0.00405
Spear. correl = 0.000123
RMSE = 0.16
Likelihood = -0.0411

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0526
Spear. correl = 0.0159
RMSE = 0.128
Likelihood = -0.0226

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.06
Spear. correl = 0.0172
RMSE = 0.0105
Likelihood = -0.00166

Metric: CNN


Prediction map
Pear. correl = -0.00198
Spear. correl = -0.00322
RMSE = 0.00201
Likelihood = -0.000181

i02: lev=42 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00371
Spear. correl = 0.00251
RMSE = 0.229
Likelihood = -0.0941

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00202
Spear. correl = -0.000701
RMSE = 0.256
Likelihood = -0.105

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00328
Spear. correl = -0.0103
RMSE = 0.139
Likelihood = -0.0396

Metric: T-SSIM


Prediction map
Pear. correl = 0.0073
Spear. correl = 0.00904
RMSE = 0.229
Likelihood = -0.0808

Metric: T-FSIM


Prediction map
Pear. correl = 0.00516
Spear. correl = 0.00603
RMSE = 0.086
Likelihood = -0.027

Metric: T-VSI


Prediction map
Pear. correl = 0.00635
Spear. correl = 0.00968
RMSE = 0.112
Likelihood = -0.035

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0135
Spear. correl = 0.0154
RMSE = 0.0996
Likelihood = -0.0376

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00875
Spear. correl = 0.0144
RMSE = 0.0703
Likelihood = -0.0236

Metric: CNN


Prediction map
Pear. correl = 0.0015
Spear. correl = 0.00258
RMSE = 0.00561
Likelihood = -0.000388

i02: lev=51 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00301
Spear. correl = 0.00359
RMSE = 0.205
Likelihood = -0.0926

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00658
Spear. correl = 0.00848
RMSE = 0.202
Likelihood = -0.0902

Metric: T-sCIELab


Prediction map
Pear. correl = -0.000995
Spear. correl = -0.00401
RMSE = 0.0951
Likelihood = -0.038

Metric: T-SSIM


Prediction map
Pear. correl = -0.00918
Spear. correl = -0.0109
RMSE = 0.15
Likelihood = -0.065

Metric: T-FSIM


Prediction map
Pear. correl = 0.0108
Spear. correl = 0.0139
RMSE = 0.131
Likelihood = -0.0484

Metric: T-VSI


Prediction map
Pear. correl = 0.00957
Spear. correl = 0.0123
RMSE = 0.172
Likelihood = -0.066

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0247
Spear. correl = 0.0153
RMSE = 0.0788
Likelihood = -0.0328

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0101
Spear. correl = 0.0128
RMSE = 0.0809
Likelihood = -0.0325

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i02: lev=95 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00247
Spear. correl = 0.00364
RMSE = 0.423
Likelihood = -0.218

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00285
Spear. correl = -0.00522
RMSE = 0.53
Likelihood = -0.304

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00421
Spear. correl = -0.0121
RMSE = 0.0509
Likelihood = -0.0095

Metric: T-SSIM


Prediction map
Pear. correl = 0.00702
Spear. correl = 0.00951
RMSE = 0.276
Likelihood = -0.12

Metric: T-FSIM


Prediction map
Pear. correl = 0.0161
Spear. correl = 0.013
RMSE = 0.286
Likelihood = -0.106

Metric: T-VSI


Prediction map
Pear. correl = 0.00205
Spear. correl = 0.00495
RMSE = 0.307
Likelihood = -0.12

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0507
Spear. correl = 0.0152
RMSE = 0.137
Likelihood = -0.0319

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.113
Spear. correl = 0.0164
RMSE = 0.00753
Likelihood = -0.00169

Metric: CNN


Prediction map
Pear. correl = -0.00042
Spear. correl = -0.000475
RMSE = 7.91e-05
Likelihood = -1.53e-06

i02: lev=101 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00913
Spear. correl = 0.0107
RMSE = 0.169
Likelihood = -0.0708

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00656
Spear. correl = 0.00786
RMSE = 0.115
Likelihood = -0.0456

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00414
Spear. correl = -0.00803
RMSE = 0.15
Likelihood = -0.0606

Metric: T-SSIM


Prediction map
Pear. correl = 0.00493
Spear. correl = 0.00404
RMSE = 0.118
Likelihood = -0.0421

Metric: T-FSIM


Prediction map
Pear. correl = 0.011
Spear. correl = 0.0143
RMSE = 0.122
Likelihood = -0.0452

Metric: T-VSI


Prediction map
Pear. correl = 0.0119
Spear. correl = 0.0149
RMSE = 0.267
Likelihood = -0.113

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0293
Spear. correl = 0.0153
RMSE = 0.104
Likelihood = -0.0442

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0147
Spear. correl = 0.0156
RMSE = 0.0967
Likelihood = -0.0393

Metric: CNN


Prediction map
Pear. correl = 0.000625
Spear. correl = 0.000771
RMSE = 0.000391
Likelihood = -1.13e-05

i02: lev=102 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00713
Spear. correl = 0.008
RMSE = 0.21
Likelihood = -0.0895

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0113
Spear. correl = 0.0145
RMSE = 0.145
Likelihood = -0.0581

Metric: T-sCIELab


Prediction map
Pear. correl = 0.000996
Spear. correl = -0.000818
RMSE = 0.24
Likelihood = -0.105

Metric: T-SSIM


Prediction map
Pear. correl = 0.00713
Spear. correl = 0.00776
RMSE = 0.188
Likelihood = -0.0718

Metric: T-FSIM


Prediction map
Pear. correl = 0.00784
Spear. correl = 0.00932
RMSE = 0.239
Likelihood = -0.1

Metric: T-VSI


Prediction map
Pear. correl = 0.0117
Spear. correl = 0.0134
RMSE = 0.392
Likelihood = -0.192

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0349
Spear. correl = 0.0155
RMSE = 0.178
Likelihood = -0.079

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0118
Spear. correl = 0.0136
RMSE = 0.254
Likelihood = -0.116

Metric: CNN


Prediction map
Pear. correl = -0.205
Spear. correl = -0.0263
RMSE = 0.0164
Likelihood = -0.00102

i02: lev=114 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00998
Spear. correl = 0.0114
RMSE = 0.658
Likelihood = -0.444

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00245
Spear. correl = 0.000408
RMSE = 0.694
Likelihood = -0.482

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00176
Spear. correl = 0.000548
RMSE = 0.282
Likelihood = -0.112

Metric: T-SSIM


Prediction map
Pear. correl = 0.0117
Spear. correl = 0.0116
RMSE = 0.58
Likelihood = -0.368

Metric: T-FSIM


Prediction map
Pear. correl = 0.0104
Spear. correl = 0.0126
RMSE = 0.157
Likelihood = -0.0365

Metric: T-VSI


Prediction map
Pear. correl = 0.0175
Spear. correl = 0.0134
RMSE = 0.34
Likelihood = -0.136

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.051
Spear. correl = 0.0158
RMSE = 0.158
Likelihood = -0.0388

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.268
Spear. correl = 0.0202
RMSE = 0.00823
Likelihood = -0.000961

Metric: CNN


Prediction map
Pear. correl = 0.00269
Spear. correl = 0.0221
RMSE = 0.00238
Likelihood = -0.000223

i02: lev=115 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00914
Spear. correl = 0.011
RMSE = 0.576
Likelihood = -0.346

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00124
Spear. correl = -0.00415
RMSE = 0.579
Likelihood = -0.348

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00619
Spear. correl = -0.00833
RMSE = 0.106
Likelihood = -0.0289

Metric: T-SSIM


Prediction map
Pear. correl = 0.0118
Spear. correl = 0.0121
RMSE = 0.473
Likelihood = -0.248

Metric: T-FSIM


Prediction map
Pear. correl = 0.0252
Spear. correl = 0.0148
RMSE = 0.164
Likelihood = -0.038

Metric: T-VSI


Prediction map
Pear. correl = 0.0141
Spear. correl = 0.0122
RMSE = 0.299
Likelihood = -0.11

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0588
Spear. correl = 0.0176
RMSE = 0.128
Likelihood = -0.0219

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.36
Spear. correl = 0.0251
RMSE = 0.00737
Likelihood = -0.000553

Metric: CNN


Prediction map
Pear. correl = -0.000879
Spear. correl = -0.00148
RMSE = 0.000651
Likelihood = -2.64e-05

i02: lev=124 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0196
Spear. correl = 0.0156
RMSE = 0.61
Likelihood = -0.385

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.013
Spear. correl = 0.0156
RMSE = 0.786
Likelihood = -0.625

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0199
Spear. correl = 0.0156
RMSE = 0.499
Likelihood = -0.275

Metric: T-SSIM


Prediction map
Pear. correl = 0.0178
Spear. correl = 0.0152
RMSE = 0.506
Likelihood = -0.284

Metric: T-FSIM


Prediction map
Pear. correl = 0.0253
Spear. correl = 0.0152
RMSE = 0.3
Likelihood = -0.117

Metric: T-VSI


Prediction map
Pear. correl = 0.036
Spear. correl = 0.0156
RMSE = 0.275
Likelihood = -0.102

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0275
Spear. correl = 0.0156
RMSE = 0.381
Likelihood = -0.18

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.126
Spear. correl = 0.0159
RMSE = 0.0427
Likelihood = -0.00778

Metric: CNN


Prediction map
Pear. correl = 0.0409
Spear. correl = 0.0158
RMSE = 0.112
Likelihood = -0.0247

i02: lev=125 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0182
Spear. correl = 0.0156
RMSE = 0.602
Likelihood = -0.375

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0131
Spear. correl = 0.0156
RMSE = 0.721
Likelihood = -0.527

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0175
Spear. correl = 0.0145
RMSE = 0.403
Likelihood = -0.194

Metric: T-SSIM


Prediction map
Pear. correl = 0.0165
Spear. correl = 0.0144
RMSE = 0.472
Likelihood = -0.252

Metric: T-FSIM


Prediction map
Pear. correl = 0.0329
Spear. correl = 0.0154
RMSE = 0.253
Likelihood = -0.0882

Metric: T-VSI


Prediction map
Pear. correl = 0.0422
Spear. correl = 0.0156
RMSE = 0.23
Likelihood = -0.0761

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0356
Spear. correl = 0.0156
RMSE = 0.275
Likelihood = -0.109

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0323
Spear. correl = 0.0193
RMSE = 0.0152
Likelihood = -0.00158

Metric: CNN


Prediction map
Pear. correl = 0.194
Spear. correl = 0.0192
RMSE = 0.0258
Likelihood = -0.00245

i02: lev=201 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.000492
Spear. correl = -0.000584
RMSE = 0.236
Likelihood = -0.105

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00561
Spear. correl = 0.00596
RMSE = 0.131
Likelihood = -0.0547

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00552
Spear. correl = -0.00871
RMSE = 0.128
Likelihood = -0.0526

Metric: T-SSIM


Prediction map
Pear. correl = 0.00414
Spear. correl = 0.00373
RMSE = 0.224
Likelihood = -0.0937

Metric: T-FSIM


Prediction map
Pear. correl = 0.00102
Spear. correl = -0.000938
RMSE = 0.198
Likelihood = -0.0791

Metric: T-VSI


Prediction map
Pear. correl = -0.00154
Spear. correl = -0.00399
RMSE = 0.243
Likelihood = -0.101

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0361
Spear. correl = 0.0151
RMSE = 0.126
Likelihood = -0.0545

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0201
Spear. correl = 0.0155
RMSE = 0.148
Likelihood = -0.064

Metric: CNN


Prediction map
Pear. correl = 0.0015
Spear. correl = 0.0019
RMSE = 0.00179
Likelihood = -0.000123

i02: lev=211 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00367
Spear. correl = -0.00509
RMSE = 0.231
Likelihood = -0.105

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00428
Spear. correl = 0.00457
RMSE = 0.161
Likelihood = -0.0695

Metric: T-sCIELab


Prediction map
Pear. correl = -0.019
Spear. correl = -0.0146
RMSE = 0.291
Likelihood = -0.133

Metric: T-SSIM


Prediction map
Pear. correl = 0.00449
Spear. correl = 0.00542
RMSE = 0.213
Likelihood = -0.0928

Metric: T-FSIM


Prediction map
Pear. correl = 0.00403
Spear. correl = 0.00414
RMSE = 0.416
Likelihood = -0.21

Metric: T-VSI


Prediction map
Pear. correl = 0.0121
Spear. correl = 0.0127
RMSE = 0.495
Likelihood = -0.274

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0371
Spear. correl = 0.0152
RMSE = 0.169
Likelihood = -0.0751

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00106
Spear. correl = 0.00151
RMSE = 0.546
Likelihood = -0.32

Metric: CNN


Prediction map
Pear. correl = -0.0437
Spear. correl = -0.0154
RMSE = 0.186
Likelihood = -0.0548

i02: lev=215 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0128
Spear. correl = 0.0136
RMSE = 0.454
Likelihood = -0.241

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0104
Spear. correl = 0.0124
RMSE = 0.469
Likelihood = -0.255

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00482
Spear. correl = -0.00691
RMSE = 0.0734
Likelihood = -0.0163

Metric: T-SSIM


Prediction map
Pear. correl = 0.00684
Spear. correl = 0.00901
RMSE = 0.263
Likelihood = -0.115

Metric: T-FSIM


Prediction map
Pear. correl = 0.0107
Spear. correl = 0.0114
RMSE = 0.236
Likelihood = -0.0842

Metric: T-VSI


Prediction map
Pear. correl = 0.012
Spear. correl = 0.012
RMSE = 0.195
Likelihood = -0.0664

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0435
Spear. correl = 0.0156
RMSE = 0.198
Likelihood = -0.0671

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.181
Spear. correl = 0.0169
RMSE = 0.00732
Likelihood = -0.00148

Metric: CNN


Prediction map
Pear. correl = -0.000162
Spear. correl = -0.000182
RMSE = 2.82e-05
Likelihood = -2.01e-07

i02: lev=225 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00898
Spear. correl = 0.0104
RMSE = 0.623
Likelihood = -0.402

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00696
Spear. correl = 0.00886
RMSE = 0.655
Likelihood = -0.435

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00369
Spear. correl = 5.22e-05
RMSE = 0.184
Likelihood = -0.0554

Metric: T-SSIM


Prediction map
Pear. correl = 0.0103
Spear. correl = 0.00969
RMSE = 0.502
Likelihood = -0.28

Metric: T-FSIM


Prediction map
Pear. correl = 0.00785
Spear. correl = 0.0104
RMSE = 0.238
Likelihood = -0.077

Metric: T-VSI


Prediction map
Pear. correl = 0.0235
Spear. correl = 0.0146
RMSE = 0.245
Likelihood = -0.0821

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.054
Spear. correl = 0.0169
RMSE = 0.125
Likelihood = -0.0204

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0819
Spear. correl = 0.019
RMSE = 0.00756
Likelihood = -0.00115

Metric: CNN


Prediction map
Pear. correl = -0.00281
Spear. correl = -0.00539
RMSE = 0.00716
Likelihood = -0.000895

i02: lev=234 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00795
Spear. correl = 0.0092
RMSE = 0.698
Likelihood = -0.497

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00932
Spear. correl = 0.0138
RMSE = 0.747
Likelihood = -0.576

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0123
Spear. correl = 0.0118
RMSE = 0.449
Likelihood = -0.224

Metric: T-SSIM


Prediction map
Pear. correl = 0.00967
Spear. correl = 0.00996
RMSE = 0.643
Likelihood = -0.448

Metric: T-FSIM


Prediction map
Pear. correl = 0.00211
Spear. correl = 0.00753
RMSE = 0.239
Likelihood = -0.0758

Metric: T-VSI


Prediction map
Pear. correl = 0.0193
Spear. correl = 0.014
RMSE = 0.347
Likelihood = -0.141

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0371
Spear. correl = 0.0158
RMSE = 0.222
Likelihood = -0.0669

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.115
Spear. correl = 0.0171
RMSE = 0.027
Likelihood = -0.00362

Metric: CNN


Prediction map
Pear. correl = 0.069
Spear. correl = 0.0176
RMSE = 0.0652
Likelihood = -0.0105

i02: lev=235 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00803
Spear. correl = 0.0089
RMSE = 0.661
Likelihood = -0.45

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00963
Spear. correl = 0.014
RMSE = 0.715
Likelihood = -0.528

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0134
Spear. correl = 0.0121
RMSE = 0.378
Likelihood = -0.165

Metric: T-SSIM


Prediction map
Pear. correl = 0.0115
Spear. correl = 0.0117
RMSE = 0.595
Likelihood = -0.387

Metric: T-FSIM


Prediction map
Pear. correl = 0.0015
Spear. correl = 0.0102
RMSE = 0.149
Likelihood = -0.0321

Metric: T-VSI


Prediction map
Pear. correl = 0.0189
Spear. correl = 0.0137
RMSE = 0.322
Likelihood = -0.122

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0429
Spear. correl = 0.0161
RMSE = 0.183
Likelihood = -0.0447

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.229
Spear. correl = 0.0211
RMSE = 0.0126
Likelihood = -0.00124

Metric: CNN


Prediction map
Pear. correl = 0.0598
Spear. correl = 0.0186
RMSE = 0.0464
Likelihood = -0.00626

i02: lev=244 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00997
Spear. correl = 0.012
RMSE = 0.66
Likelihood = -0.444

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0124
Spear. correl = 0.0154
RMSE = 0.731
Likelihood = -0.536

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0153
Spear. correl = 0.0134
RMSE = 0.339
Likelihood = -0.147

Metric: T-SSIM


Prediction map
Pear. correl = 0.0124
Spear. correl = 0.0126
RMSE = 0.578
Likelihood = -0.361

Metric: T-FSIM


Prediction map
Pear. correl = -0.00295
Spear. correl = 0.00324
RMSE = 0.209
Likelihood = -0.06

Metric: T-VSI


Prediction map
Pear. correl = 0.0219
Spear. correl = 0.0151
RMSE = 0.35
Likelihood = -0.144

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0476
Spear. correl = 0.0157
RMSE = 0.167
Likelihood = -0.045

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.177
Spear. correl = 0.0181
RMSE = 0.00763
Likelihood = -0.00121

Metric: CNN


Prediction map
Pear. correl = -0.00215
Spear. correl = -0.00447
RMSE = 0.00456
Likelihood = -0.000444

i02: lev=245 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0105
Spear. correl = 0.0114
RMSE = 0.565
Likelihood = -0.339

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00965
Spear. correl = 0.0136
RMSE = 0.645
Likelihood = -0.419

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00174
Spear. correl = 0.0022
RMSE = 0.185
Likelihood = -0.0584

Metric: T-SSIM


Prediction map
Pear. correl = 0.0145
Spear. correl = 0.013
RMSE = 0.46
Likelihood = -0.242

Metric: T-FSIM


Prediction map
Pear. correl = 0.000612
Spear. correl = 0.0151
RMSE = 0.0359
Likelihood = -0.0035

Metric: T-VSI


Prediction map
Pear. correl = 0.0135
Spear. correl = 0.0118
RMSE = 0.332
Likelihood = -0.13

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0562
Spear. correl = 0.0182
RMSE = 0.127
Likelihood = -0.0206

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.29
Spear. correl = 0.0242
RMSE = 0.00929
Likelihood = -0.000717

Metric: CNN


Prediction map
Pear. correl = -0.00277
Spear. correl = -0.0048
RMSE = 0.00501
Likelihood = -0.000617

i03: lev=35 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00814
Spear. correl = 0.00976
RMSE = 0.425
Likelihood = -0.221

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.000593
Spear. correl = 0.00262
RMSE = 0.311
Likelihood = -0.14

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00739
Spear. correl = 0.00961
RMSE = 0.166
Likelihood = -0.061

Metric: T-SSIM


Prediction map
Pear. correl = 0.0156
Spear. correl = 0.014
RMSE = 0.255
Likelihood = -0.111

Metric: T-FSIM


Prediction map
Pear. correl = 0.0222
Spear. correl = 0.0157
RMSE = 0.0735
Likelihood = -0.0119

Metric: T-VSI


Prediction map
Pear. correl = 0.0499
Spear. correl = 0.0176
RMSE = 0.0655
Likelihood = -0.00972

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0511
Spear. correl = 0.0156
RMSE = 0.168
Likelihood = -0.0521

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.19
Spear. correl = 0.0186
RMSE = 0.0096
Likelihood = -0.0015

Metric: CNN


Prediction map
Pear. correl = 0.0138
Spear. correl = 0.0161
RMSE = 0.103
Likelihood = -0.0174

i03: lev=41 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0193
Spear. correl = -0.0141
RMSE = 0.19
Likelihood = -0.0629

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.031
Spear. correl = -0.0154
RMSE = 0.23
Likelihood = -0.083

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0249
Spear. correl = -0.0146
RMSE = 0.141
Likelihood = -0.032

Metric: T-SSIM


Prediction map
Pear. correl = -0.0118
Spear. correl = -0.0129
RMSE = 0.166
Likelihood = -0.0403

Metric: T-FSIM


Prediction map
Pear. correl = -0.000167
Spear. correl = -0.00812
RMSE = 0.066
Likelihood = -0.0131

Metric: T-VSI


Prediction map
Pear. correl = -0.0137
Spear. correl = -0.0135
RMSE = 0.083
Likelihood = -0.0179

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.000706
Spear. correl = -0.00334
RMSE = 0.068
Likelihood = -0.0204

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.0258
Spear. correl = -0.0149
RMSE = 0.0504
Likelihood = -0.0134

Metric: CNN


Prediction map
Pear. correl = -0.00108
Spear. correl = -0.0182
RMSE = 0.0116
Likelihood = -0.00109

i03: lev=51 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00288
Spear. correl = 0.00339
RMSE = 0.21
Likelihood = -0.0946

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.000597
Spear. correl = 0.00233
RMSE = 0.322
Likelihood = -0.151

Metric: T-sCIELab


Prediction map
Pear. correl = 0.000441
Spear. correl = -0.00494
RMSE = 0.124
Likelihood = -0.0428

Metric: T-SSIM


Prediction map
Pear. correl = -0.00866
Spear. correl = -0.0106
RMSE = 0.0917
Likelihood = -0.0377

Metric: T-FSIM


Prediction map
Pear. correl = 0.0106
Spear. correl = 0.0149
RMSE = 0.122
Likelihood = -0.0432

Metric: T-VSI


Prediction map
Pear. correl = 0.00958
Spear. correl = 0.0128
RMSE = 0.171
Likelihood = -0.0643

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0199
Spear. correl = 0.0156
RMSE = 0.133
Likelihood = -0.0546

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0139
Spear. correl = 0.0156
RMSE = 0.129
Likelihood = -0.0504

Metric: CNN


Prediction map
Pear. correl = 0.000716
Spear. correl = 0.000838
RMSE = 0.000261
Likelihood = -8.64e-06

i03: lev=95 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00297
Spear. correl = -0.00258
RMSE = 0.535
Likelihood = -0.314

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00795
Spear. correl = -0.00918
RMSE = 0.531
Likelihood = -0.305

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00545
Spear. correl = -0.00264
RMSE = 0.236
Likelihood = -0.0754

Metric: T-SSIM


Prediction map
Pear. correl = 0.000866
Spear. correl = 0.0022
RMSE = 0.518
Likelihood = -0.305

Metric: T-FSIM


Prediction map
Pear. correl = 0.0125
Spear. correl = 0.0113
RMSE = 0.431
Likelihood = -0.208

Metric: T-VSI


Prediction map
Pear. correl = 0.0087
Spear. correl = 0.00892
RMSE = 0.402
Likelihood = -0.184

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0433
Spear. correl = 0.0159
RMSE = 0.165
Likelihood = -0.0429

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0542
Spear. correl = 0.0156
RMSE = 0.0353
Likelihood = -0.00915

Metric: CNN


Prediction map
Pear. correl = -0.00121
Spear. correl = -0.00238
RMSE = 0.00542
Likelihood = -0.000304

i03: lev=101 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0213
Spear. correl = -0.0145
RMSE = 0.134
Likelihood = -0.0487

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0104
Spear. correl = -0.0125
RMSE = 0.113
Likelihood = -0.0409

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00016
Spear. correl = -0.0058
RMSE = 0.177
Likelihood = -0.0623

Metric: T-SSIM


Prediction map
Pear. correl = -0.0233
Spear. correl = -0.0146
RMSE = 0.0639
Likelihood = -0.0141

Metric: T-FSIM


Prediction map
Pear. correl = 0.0104
Spear. correl = 0.0156
RMSE = 0.0777
Likelihood = -0.0257

Metric: T-VSI


Prediction map
Pear. correl = 0.00814
Spear. correl = 0.0156
RMSE = 0.162
Likelihood = -0.0536

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0234
Spear. correl = 0.0153
RMSE = 0.0733
Likelihood = -0.0302

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0128
Spear. correl = 0.0145
RMSE = 0.067
Likelihood = -0.0269

Metric: CNN


Prediction map
Pear. correl = 0.00355
Spear. correl = 0.00629
RMSE = 0.106
Likelihood = -0.0189

i03: lev=105 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00142
Spear. correl = 5.09e-05
RMSE = 0.568
Likelihood = -0.35

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00163
Spear. correl = 0.000978
RMSE = 0.465
Likelihood = -0.248

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0061
Spear. correl = -0.00533
RMSE = 0.108
Likelihood = -0.0301

Metric: T-SSIM


Prediction map
Pear. correl = -0.00466
Spear. correl = -0.00354
RMSE = 0.52
Likelihood = -0.317

Metric: T-FSIM


Prediction map
Pear. correl = 0.00726
Spear. correl = 0.0089
RMSE = 0.386
Likelihood = -0.172

Metric: T-VSI


Prediction map
Pear. correl = 0.00961
Spear. correl = 0.00899
RMSE = 0.273
Likelihood = -0.0946

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0542
Spear. correl = 0.016
RMSE = 0.127
Likelihood = -0.024

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0315
Spear. correl = 0.0153
RMSE = 0.0575
Likelihood = -0.0113

Metric: CNN


Prediction map
Pear. correl = -0.000894
Spear. correl = -0.00116
RMSE = 0.000864
Likelihood = -3.57e-05

i03: lev=114 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00953
Spear. correl = -0.00958
RMSE = 0.655
Likelihood = -0.452

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00722
Spear. correl = -0.00878
RMSE = 0.673
Likelihood = -0.466

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00845
Spear. correl = -0.00811
RMSE = 0.401
Likelihood = -0.184

Metric: T-SSIM


Prediction map
Pear. correl = -0.00747
Spear. correl = -0.0066
RMSE = 0.648
Likelihood = -0.477

Metric: T-FSIM


Prediction map
Pear. correl = 0.0166
Spear. correl = 0.0128
RMSE = 0.355
Likelihood = -0.145

Metric: T-VSI


Prediction map
Pear. correl = 0.0112
Spear. correl = 0.00965
RMSE = 0.482
Likelihood = -0.258

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0262
Spear. correl = 0.0151
RMSE = 0.257
Likelihood = -0.0857

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00963
Spear. correl = 0.014
RMSE = 0.0809
Likelihood = -0.0127

Metric: CNN


Prediction map
Pear. correl = -0.00274
Spear. correl = -0.00585
RMSE = 0.102
Likelihood = -0.0156

i03: lev=115 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00349
Spear. correl = -0.00361
RMSE = 0.548
Likelihood = -0.323

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00218
Spear. correl = 0.00125
RMSE = 0.411
Likelihood = -0.201

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00498
Spear. correl = -0.000765
RMSE = 0.09
Likelihood = -0.0232

Metric: T-SSIM


Prediction map
Pear. correl = -0.00146
Spear. correl = 0.000319
RMSE = 0.515
Likelihood = -0.301

Metric: T-FSIM


Prediction map
Pear. correl = 0.0165
Spear. correl = 0.0143
RMSE = 0.203
Likelihood = -0.0505

Metric: T-VSI


Prediction map
Pear. correl = 0.01
Spear. correl = 0.01
RMSE = 0.304
Likelihood = -0.113

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0541
Spear. correl = 0.0199
RMSE = 0.124
Likelihood = -0.0195

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00994
Spear. correl = 0.0172
RMSE = 0.0629
Likelihood = -0.00708

Metric: CNN


Prediction map
Pear. correl = -0.000608
Spear. correl = -0.000771
RMSE = 0.000217
Likelihood = -6.11e-06

i03: lev=125 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0109
Spear. correl = 0.0147
RMSE = 0.695
Likelihood = -0.522

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00941
Spear. correl = 0.0149
RMSE = 0.731
Likelihood = -0.564

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0127
Spear. correl = 0.0156
RMSE = 0.6
Likelihood = -0.4

Metric: T-SSIM


Prediction map
Pear. correl = 0.0103
Spear. correl = 0.0145
RMSE = 0.684
Likelihood = -0.565

Metric: T-FSIM


Prediction map
Pear. correl = 0.00796
Spear. correl = 0.0076
RMSE = 0.487
Likelihood = -0.267

Metric: T-VSI


Prediction map
Pear. correl = 0.0155
Spear. correl = 0.0156
RMSE = 0.513
Likelihood = -0.302

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0153
Spear. correl = 0.0156
RMSE = 0.527
Likelihood = -0.317

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0211
Spear. correl = 0.0158
RMSE = 0.395
Likelihood = -0.173

Metric: CNN


Prediction map
Pear. correl = 0.0194
Spear. correl = 0.0128
RMSE = 0.407
Likelihood = -0.205

i03: lev=205 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00754
Spear. correl = -0.00757
RMSE = 0.567
Likelihood = -0.342

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0137
Spear. correl = -0.0128
RMSE = 0.552
Likelihood = -0.323

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00811
Spear. correl = -0.0146
RMSE = 0.279
Likelihood = -0.102

Metric: T-SSIM


Prediction map
Pear. correl = -0.00901
Spear. correl = -0.00822
RMSE = 0.526
Likelihood = -0.311

Metric: T-FSIM


Prediction map
Pear. correl = 0.0118
Spear. correl = 0.0103
RMSE = 0.462
Likelihood = -0.246

Metric: T-VSI


Prediction map
Pear. correl = -0.00906
Spear. correl = -0.0138
RMSE = 0.513
Likelihood = -0.294

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0349
Spear. correl = 0.0155
RMSE = 0.194
Likelihood = -0.0515

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.012
Spear. correl = 0.0152
RMSE = 0.0538
Likelihood = -0.00732

Metric: CNN


Prediction map
Pear. correl = -0.00188
Spear. correl = -0.00324
RMSE = 0.0153
Likelihood = -0.00135

i03: lev=215 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00345
Spear. correl = -0.00535
RMSE = 0.43
Likelihood = -0.221

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00744
Spear. correl = -0.00919
RMSE = 0.348
Likelihood = -0.169

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00629
Spear. correl = -0.0043
RMSE = 0.205
Likelihood = -0.0652

Metric: T-SSIM


Prediction map
Pear. correl = -0.0052
Spear. correl = -0.00379
RMSE = 0.293
Likelihood = -0.121

Metric: T-FSIM


Prediction map
Pear. correl = 0.037
Spear. correl = 0.0156
RMSE = 0.221
Likelihood = -0.0697

Metric: T-VSI


Prediction map
Pear. correl = 0.0196
Spear. correl = 0.0139
RMSE = 0.159
Likelihood = -0.0447

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0501
Spear. correl = 0.0156
RMSE = 0.149
Likelihood = -0.039

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.101
Spear. correl = 0.0162
RMSE = 0.0132
Likelihood = -0.00277

Metric: CNN


Prediction map
Pear. correl = -0.0028
Spear. correl = -0.00531
RMSE = 0.0308
Likelihood = -0.00398

i03: lev=234 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00355
Spear. correl = -0.00633
RMSE = 0.764
Likelihood = -0.634

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00412
Spear. correl = -0.000492
RMSE = 0.76
Likelihood = -0.623

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00907
Spear. correl = 0.00773
RMSE = 0.598
Likelihood = -0.393

Metric: T-SSIM


Prediction map
Pear. correl = -0.00719
Spear. correl = -0.00751
RMSE = 0.788
Likelihood = -0.751

Metric: T-FSIM


Prediction map
Pear. correl = 0.00956
Spear. correl = 0.00893
RMSE = 0.458
Likelihood = -0.232

Metric: T-VSI


Prediction map
Pear. correl = 0.00572
Spear. correl = 0.00401
RMSE = 0.593
Likelihood = -0.395

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0124
Spear. correl = 0.0103
RMSE = 0.449
Likelihood = -0.226

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.000239
Spear. correl = 0.007
RMSE = 0.37
Likelihood = -0.153

Metric: CNN


Prediction map
Pear. correl = -0.00517
Spear. correl = -0.00964
RMSE = 0.343
Likelihood = -0.15

i03: lev=235 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00167
Spear. correl = -0.00387
RMSE = 0.702
Likelihood = -0.534

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00604
Spear. correl = 0.00298
RMSE = 0.686
Likelihood = -0.507

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00962
Spear. correl = 0.00805
RMSE = 0.505
Likelihood = -0.276

Metric: T-SSIM


Prediction map
Pear. correl = -0.00602
Spear. correl = -0.00526
RMSE = 0.715
Likelihood = -0.612

Metric: T-FSIM


Prediction map
Pear. correl = 0.0126
Spear. correl = 0.0118
RMSE = 0.302
Likelihood = -0.107

Metric: T-VSI


Prediction map
Pear. correl = 0.00381
Spear. correl = 0.00445
RMSE = 0.529
Likelihood = -0.312

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0162
Spear. correl = 0.0128
RMSE = 0.367
Likelihood = -0.15

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00144
Spear. correl = 0.01
RMSE = 0.227
Likelihood = -0.0599

Metric: CNN


Prediction map
Pear. correl = -0.004
Spear. correl = -0.00796
RMSE = 0.289
Likelihood = -0.103

i03: lev=243 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0172
Spear. correl = -0.0136
RMSE = 0.744
Likelihood = -0.574

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00759
Spear. correl = -0.0102
RMSE = 0.749
Likelihood = -0.569

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0128
Spear. correl = -0.012
RMSE = 0.535
Likelihood = -0.307

Metric: T-SSIM


Prediction map
Pear. correl = -0.0119
Spear. correl = -0.0108
RMSE = 0.764
Likelihood = -0.664

Metric: T-FSIM


Prediction map
Pear. correl = 0.00537
Spear. correl = 0.00582
RMSE = 0.481
Likelihood = -0.255

Metric: T-VSI


Prediction map
Pear. correl = 0.00507
Spear. correl = 0.00543
RMSE = 0.481
Likelihood = -0.253

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0171
Spear. correl = 0.0149
RMSE = 0.404
Likelihood = -0.192

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0174
Spear. correl = 0.014
RMSE = 0.086
Likelihood = -0.0249

Metric: CNN


Prediction map
Pear. correl = -0.00306
Spear. correl = -0.00768
RMSE = 0.0196
Likelihood = -0.00269

i03: lev=244 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00142
Spear. correl = -0.00045
RMSE = 0.639
Likelihood = -0.427

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00502
Spear. correl = 0.00451
RMSE = 0.63
Likelihood = -0.41

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00644
Spear. correl = 0.00789
RMSE = 0.334
Likelihood = -0.139

Metric: T-SSIM


Prediction map
Pear. correl = -0.00513
Spear. correl = -0.00487
RMSE = 0.63
Likelihood = -0.444

Metric: T-FSIM


Prediction map
Pear. correl = 0.00909
Spear. correl = 0.00984
RMSE = 0.361
Likelihood = -0.15

Metric: T-VSI


Prediction map
Pear. correl = 0.00747
Spear. correl = 0.00773
RMSE = 0.425
Likelihood = -0.199

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0383
Spear. correl = 0.0154
RMSE = 0.186
Likelihood = -0.0547

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0621
Spear. correl = 0.0164
RMSE = 0.0202
Likelihood = -0.00326

Metric: CNN


Prediction map
Pear. correl = -0.00137
Spear. correl = -0.00275
RMSE = 0.00328
Likelihood = -0.000207

i03: lev=245 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0126
Spear. correl = -0.0129
RMSE = 0.532
Likelihood = -0.308

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0065
Spear. correl = -0.00689
RMSE = 0.489
Likelihood = -0.265

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00565
Spear. correl = -0.00597
RMSE = 0.185
Likelihood = -0.0515

Metric: T-SSIM


Prediction map
Pear. correl = -0.00873
Spear. correl = -0.00882
RMSE = 0.503
Likelihood = -0.29

Metric: T-FSIM


Prediction map
Pear. correl = 0.000632
Spear. correl = 0.00938
RMSE = 0.202
Likelihood = -0.0513

Metric: T-VSI


Prediction map
Pear. correl = -0.00327
Spear. correl = 0.00128
RMSE = 0.355
Likelihood = -0.143

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0531
Spear. correl = 0.0193
RMSE = 0.127
Likelihood = -0.0207

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0534
Spear. correl = 0.0203
RMSE = 0.0138
Likelihood = -0.00142

Metric: CNN


Prediction map
Pear. correl = -0.00119
Spear. correl = -0.0024
RMSE = 0.00659
Likelihood = -0.000368

i04: lev=21 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.000691
Spear. correl = 0.000661
RMSE = 0.102
Likelihood = -0.0439

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00252
Spear. correl = -0.00252
RMSE = 0.266
Likelihood = -0.124

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00369
Spear. correl = -0.00685
RMSE = 0.105
Likelihood = -0.043

Metric: T-SSIM


Prediction map
Pear. correl = -0.00446
Spear. correl = -0.0101
RMSE = 0.00916
Likelihood = -0.00308

Metric: T-FSIM


Prediction map
Pear. correl = 0.0121
Spear. correl = 0.015
RMSE = 0.11
Likelihood = -0.0402

Metric: T-VSI


Prediction map
Pear. correl = 0.0098
Spear. correl = 0.0127
RMSE = 0.191
Likelihood = -0.0748

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0194
Spear. correl = 0.015
RMSE = 0.066
Likelihood = -0.027

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0108
Spear. correl = 0.0147
RMSE = 0.0686
Likelihood = -0.0259

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i04: lev=22 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00235
Spear. correl = 0.00285
RMSE = 0.14
Likelihood = -0.0612

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.000519
Spear. correl = -5.47e-05
RMSE = 0.351
Likelihood = -0.174

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00671
Spear. correl = -0.00938
RMSE = 0.161
Likelihood = -0.0683

Metric: T-SSIM


Prediction map
Pear. correl = -0.0222
Spear. correl = -0.0148
RMSE = 0.0314
Likelihood = -0.0116

Metric: T-FSIM


Prediction map
Pear. correl = 0.0133
Spear. correl = 0.0154
RMSE = 0.183
Likelihood = -0.0716

Metric: T-VSI


Prediction map
Pear. correl = 0.0122
Spear. correl = 0.0145
RMSE = 0.308
Likelihood = -0.137

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0199
Spear. correl = 0.015
RMSE = 0.12
Likelihood = -0.0506

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.011
Spear. correl = 0.0139
RMSE = 0.141
Likelihood = -0.0566

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i04: lev=35 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0149
Spear. correl = -0.0139
RMSE = 0.496
Likelihood = -0.276

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00626
Spear. correl = -0.00733
RMSE = 0.361
Likelihood = -0.178

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0053
Spear. correl = -0.00601
RMSE = 0.237
Likelihood = -0.101

Metric: T-SSIM


Prediction map
Pear. correl = -0.00693
Spear. correl = -0.00788
RMSE = 0.214
Likelihood = -0.0879

Metric: T-FSIM


Prediction map
Pear. correl = 0.00789
Spear. correl = 0.0115
RMSE = 0.139
Likelihood = -0.0358

Metric: T-VSI


Prediction map
Pear. correl = 0.0256
Spear. correl = 0.0148
RMSE = 0.0932
Likelihood = -0.0205

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.05
Spear. correl = 0.0152
RMSE = 0.172
Likelihood = -0.0614

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.109
Spear. correl = 0.0175
RMSE = 0.00936
Likelihood = -0.00153

Metric: CNN


Prediction map
Pear. correl = -0.00252
Spear. correl = -0.0043
RMSE = 0.0461
Likelihood = -0.00562

i04: lev=43 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0254
Spear. correl = -0.0152
RMSE = 0.28
Likelihood = -0.122

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.028
Spear. correl = -0.0156
RMSE = 0.364
Likelihood = -0.174

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0599
Spear. correl = -0.0156
RMSE = 0.154
Likelihood = -0.0454

Metric: T-SSIM


Prediction map
Pear. correl = -0.00374
Spear. correl = -0.00758
RMSE = 0.299
Likelihood = -0.114

Metric: T-FSIM


Prediction map
Pear. correl = -0.000889
Spear. correl = -0.0055
RMSE = 0.16
Likelihood = -0.0561

Metric: T-VSI


Prediction map
Pear. correl = -0.0259
Spear. correl = -0.0149
RMSE = 0.19
Likelihood = -0.0672

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00703
Spear. correl = 0.00836
RMSE = 0.175
Likelihood = -0.0681

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.00427
Spear. correl = -0.0101
RMSE = 0.207
Likelihood = -0.073

Metric: CNN


Prediction map
Pear. correl = -0.0215
Spear. correl = -0.0223
RMSE = 0.0892
Likelihood = -0.0108

i04: lev=51 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00289
Spear. correl = 0.00348
RMSE = 0.192
Likelihood = -0.0862

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00102
Spear. correl = -0.00115
RMSE = 0.268
Likelihood = -0.124

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00502
Spear. correl = -0.00822
RMSE = 0.0677
Likelihood = -0.0273

Metric: T-SSIM


Prediction map
Pear. correl = -0.00875
Spear. correl = -0.0106
RMSE = 0.08
Likelihood = -0.0324

Metric: T-FSIM


Prediction map
Pear. correl = 0.0134
Spear. correl = 0.0155
RMSE = 0.144
Likelihood = -0.0549

Metric: T-VSI


Prediction map
Pear. correl = 0.0111
Spear. correl = 0.0145
RMSE = 0.168
Likelihood = -0.0638

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0234
Spear. correl = 0.0152
RMSE = 0.0964
Likelihood = -0.0403

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0137
Spear. correl = 0.0155
RMSE = 0.0871
Likelihood = -0.0346

Metric: CNN


Prediction map
Pear. correl = 0.000141
Spear. correl = 0.000163
RMSE = 1.46e-05
Likelihood = -7.52e-08

i04: lev=52 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00162
Spear. correl = 0.00186
RMSE = 0.255
Likelihood = -0.119

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00114
Spear. correl = -0.000924
RMSE = 0.354
Likelihood = -0.175

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00502
Spear. correl = -0.00818
RMSE = 0.106
Likelihood = -0.0435

Metric: T-SSIM


Prediction map
Pear. correl = -0.00899
Spear. correl = -0.0107
RMSE = 0.19
Likelihood = -0.0837

Metric: T-FSIM


Prediction map
Pear. correl = 0.0144
Spear. correl = 0.0155
RMSE = 0.23
Likelihood = -0.0952

Metric: T-VSI


Prediction map
Pear. correl = 0.0119
Spear. correl = 0.0142
RMSE = 0.274
Likelihood = -0.117

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0248
Spear. correl = 0.0152
RMSE = 0.164
Likelihood = -0.0715

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0146
Spear. correl = 0.0155
RMSE = 0.174
Likelihood = -0.0739

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i04: lev=74 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00608
Spear. correl = -0.00584
RMSE = 0.558
Likelihood = -0.335

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00923
Spear. correl = 0.00988
RMSE = 0.404
Likelihood = -0.205

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00393
Spear. correl = -0.00114
RMSE = 0.211
Likelihood = -0.0726

Metric: T-SSIM


Prediction map
Pear. correl = -0.00915
Spear. correl = -0.0103
RMSE = 0.428
Likelihood = -0.214

Metric: T-FSIM


Prediction map
Pear. correl = 0.0188
Spear. correl = 0.0145
RMSE = 0.376
Likelihood = -0.172

Metric: T-VSI


Prediction map
Pear. correl = 0.0247
Spear. correl = 0.0148
RMSE = 0.203
Likelihood = -0.0647

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0373
Spear. correl = 0.0153
RMSE = 0.205
Likelihood = -0.0684

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0187
Spear. correl = 0.0142
RMSE = 0.108
Likelihood = -0.0298

Metric: CNN


Prediction map
Pear. correl = -0.00379
Spear. correl = -0.00643
RMSE = 0.156
Likelihood = -0.0335

i04: lev=75 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00232
Spear. correl = -0.000539
RMSE = 0.453
Likelihood = -0.239

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00216
Spear. correl = -0.000869
RMSE = 0.379
Likelihood = -0.187

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00471
Spear. correl = -0.00273
RMSE = 0.134
Likelihood = -0.0384

Metric: T-SSIM


Prediction map
Pear. correl = -0.00684
Spear. correl = -0.0111
RMSE = 0.31
Likelihood = -0.121

Metric: T-FSIM


Prediction map
Pear. correl = 0.0074
Spear. correl = 0.00957
RMSE = 0.254
Likelihood = -0.09

Metric: T-VSI


Prediction map
Pear. correl = 0.0388
Spear. correl = 0.0154
RMSE = 0.131
Likelihood = -0.0315

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0517
Spear. correl = 0.0162
RMSE = 0.132
Likelihood = -0.0248

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0104
Spear. correl = 0.014
RMSE = 0.0556
Likelihood = -0.00923

Metric: CNN


Prediction map
Pear. correl = -0.0011
Spear. correl = -0.00203
RMSE = 0.0105
Likelihood = -0.000549

i04: lev=82 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0404
Spear. correl = -0.0155
RMSE = 0.136
Likelihood = -0.0501

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0496
Spear. correl = -0.0155
RMSE = 0.0651
Likelihood = -0.0227

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0577
Spear. correl = -0.0155
RMSE = 0.099
Likelihood = -0.0265

Metric: T-SSIM


Prediction map
Pear. correl = 0.003
Spear. correl = -0.00243
RMSE = 0.0684
Likelihood = -0.013

Metric: T-FSIM


Prediction map
Pear. correl = -0.0212
Spear. correl = -0.0145
RMSE = 0.172
Likelihood = -0.06

Metric: T-VSI


Prediction map
Pear. correl = -0.00338
Spear. correl = -0.00782
RMSE = 0.16
Likelihood = -0.0531

Metric: T-Butteraugli


Prediction map
Pear. correl = -0.00689
Spear. correl = -0.00958
RMSE = 0.0739
Likelihood = -0.0276

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.00467
Spear. correl = -0.0104
RMSE = 0.19
Likelihood = -0.0608

Metric: CNN


Prediction map
Pear. correl = -0.0367
Spear. correl = -0.0154
RMSE = 0.134
Likelihood = -0.032

i04: lev=95 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00152
Spear. correl = 0.00139
RMSE = 0.574
Likelihood = -0.351

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00294
Spear. correl = -0.00419
RMSE = 0.584
Likelihood = -0.355

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00757
Spear. correl = 0.00896
RMSE = 0.308
Likelihood = -0.126

Metric: T-SSIM


Prediction map
Pear. correl = -0.00893
Spear. correl = -0.0095
RMSE = 0.473
Likelihood = -0.249

Metric: T-FSIM


Prediction map
Pear. correl = 0.00845
Spear. correl = 0.00932
RMSE = 0.352
Likelihood = -0.154

Metric: T-VSI


Prediction map
Pear. correl = 0.0143
Spear. correl = 0.0127
RMSE = 0.306
Likelihood = -0.123

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0421
Spear. correl = 0.0154
RMSE = 0.17
Likelihood = -0.0479

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0413
Spear. correl = 0.0155
RMSE = 0.0359
Likelihood = -0.00851

Metric: CNN


Prediction map
Pear. correl = -0.00104
Spear. correl = -0.0021
RMSE = 0.00299
Likelihood = -0.000144

i04: lev=104 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00876
Spear. correl = -0.0104
RMSE = 0.72
Likelihood = -0.515

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0163
Spear. correl = -0.0135
RMSE = 0.732
Likelihood = -0.533

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0104
Spear. correl = -0.0112
RMSE = 0.485
Likelihood = -0.264

Metric: T-SSIM


Prediction map
Pear. correl = -0.00347
Spear. correl = -0.00462
RMSE = 0.653
Likelihood = -0.453

Metric: T-FSIM


Prediction map
Pear. correl = 0.0288
Spear. correl = 0.0155
RMSE = 0.303
Likelihood = -0.124

Metric: T-VSI


Prediction map
Pear. correl = 0.0161
Spear. correl = 0.0134
RMSE = 0.255
Likelihood = -0.0956

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.039
Spear. correl = 0.0151
RMSE = 0.246
Likelihood = -0.104

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0312
Spear. correl = 0.0153
RMSE = 0.108
Likelihood = -0.031

Metric: CNN


Prediction map
Pear. correl = -0.00285
Spear. correl = -0.00494
RMSE = 0.0115
Likelihood = -0.00146

i04: lev=105 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00564
Spear. correl = 0.00626
RMSE = 0.633
Likelihood = -0.411

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0102
Spear. correl = -0.0109
RMSE = 0.434
Likelihood = -0.227

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00535
Spear. correl = -0.00657
RMSE = 0.131
Likelihood = -0.0348

Metric: T-SSIM


Prediction map
Pear. correl = 0.00398
Spear. correl = 0.00559
RMSE = 0.486
Likelihood = -0.272

Metric: T-FSIM


Prediction map
Pear. correl = 0.029
Spear. correl = 0.0152
RMSE = 0.222
Likelihood = -0.0718

Metric: T-VSI


Prediction map
Pear. correl = 0.00966
Spear. correl = 0.0121
RMSE = 0.118
Likelihood = -0.0299

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0543
Spear. correl = 0.0161
RMSE = 0.124
Likelihood = -0.02

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0592
Spear. correl = 0.0157
RMSE = 0.043
Likelihood = -0.00711

Metric: CNN


Prediction map
Pear. correl = -0.000815
Spear. correl = -0.000915
RMSE = 0.000334
Likelihood = -1.26e-05

i04: lev=113 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00732
Spear. correl = -0.0094
RMSE = 0.711
Likelihood = -0.508

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0239
Spear. correl = -0.0148
RMSE = 0.757
Likelihood = -0.572

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0153
Spear. correl = -0.0138
RMSE = 0.529
Likelihood = -0.302

Metric: T-SSIM


Prediction map
Pear. correl = -0.00655
Spear. correl = -0.0069
RMSE = 0.649
Likelihood = -0.462

Metric: T-FSIM


Prediction map
Pear. correl = 0.0114
Spear. correl = 0.0112
RMSE = 0.326
Likelihood = -0.136

Metric: T-VSI


Prediction map
Pear. correl = -0.00609
Spear. correl = -0.00453
RMSE = 0.364
Likelihood = -0.158

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0268
Spear. correl = 0.0154
RMSE = 0.289
Likelihood = -0.117

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0232
Spear. correl = 0.0145
RMSE = 0.0699
Likelihood = -0.0161

Metric: CNN


Prediction map
Pear. correl = -0.00313
Spear. correl = -0.00647
RMSE = 0.0256
Likelihood = -0.00361

i04: lev=114 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0149
Spear. correl = -0.0131
RMSE = 0.623
Likelihood = -0.399

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0186
Spear. correl = -0.014
RMSE = 0.686
Likelihood = -0.473

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00994
Spear. correl = -0.0105
RMSE = 0.396
Likelihood = -0.189

Metric: T-SSIM


Prediction map
Pear. correl = -0.0111
Spear. correl = -0.0137
RMSE = 0.497
Likelihood = -0.276

Metric: T-FSIM


Prediction map
Pear. correl = 0.00674
Spear. correl = 0.0099
RMSE = 0.24
Likelihood = -0.0803

Metric: T-VSI


Prediction map
Pear. correl = -0.00598
Spear. correl = -0.00351
RMSE = 0.323
Likelihood = -0.128

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0486
Spear. correl = 0.0157
RMSE = 0.143
Likelihood = -0.0341

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0288
Spear. correl = 0.016
RMSE = 0.028
Likelihood = -0.00438

Metric: CNN


Prediction map
Pear. correl = -0.00209
Spear. correl = -0.00403
RMSE = 0.00734
Likelihood = -0.000698

i04: lev=115 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00223
Spear. correl = -0.00333
RMSE = 0.56
Likelihood = -0.333

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00947
Spear. correl = -0.0107
RMSE = 0.483
Likelihood = -0.262

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00687
Spear. correl = -0.0128
RMSE = 0.169
Likelihood = -0.051

Metric: T-SSIM


Prediction map
Pear. correl = -0.00868
Spear. correl = -0.0132
RMSE = 0.424
Likelihood = -0.206

Metric: T-FSIM


Prediction map
Pear. correl = 0.00927
Spear. correl = 0.0118
RMSE = 0.167
Likelihood = -0.0455

Metric: T-VSI


Prediction map
Pear. correl = -0.00384
Spear. correl = 1.27e-05
RMSE = 0.224
Likelihood = -0.0722

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0553
Spear. correl = 0.0228
RMSE = 0.121
Likelihood = -0.0172

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0396
Spear. correl = 0.0188
RMSE = 0.0171
Likelihood = -0.00183

Metric: CNN


Prediction map
Pear. correl = -0.00102
Spear. correl = -0.00147
RMSE = 0.00478
Likelihood = -0.000227

i04: lev=124 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0121
Spear. correl = 0.0153
RMSE = 0.708
Likelihood = -0.521

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00439
Spear. correl = 0.00186
RMSE = 0.786
Likelihood = -0.649

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00749
Spear. correl = 0.00504
RMSE = 0.692
Likelihood = -0.527

Metric: T-SSIM


Prediction map
Pear. correl = 0.0103
Spear. correl = 0.0155
RMSE = 0.685
Likelihood = -0.561

Metric: T-FSIM


Prediction map
Pear. correl = 0.014
Spear. correl = 0.0131
RMSE = 0.509
Likelihood = -0.285

Metric: T-VSI


Prediction map
Pear. correl = 0.0156
Spear. correl = 0.0152
RMSE = 0.506
Likelihood = -0.285

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0131
Spear. correl = 0.0155
RMSE = 0.581
Likelihood = -0.386

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0179
Spear. correl = 0.0156
RMSE = 0.443
Likelihood = -0.218

Metric: CNN


Prediction map
Pear. correl = 0.0152
Spear. correl = 0.012
RMSE = 0.506
Likelihood = -0.313

i04: lev=125 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0152
Spear. correl = 0.0155
RMSE = 0.649
Likelihood = -0.434

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00616
Spear. correl = 0.00648
RMSE = 0.747
Likelihood = -0.572

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0104
Spear. correl = 0.0107
RMSE = 0.612
Likelihood = -0.402

Metric: T-SSIM


Prediction map
Pear. correl = 0.0145
Spear. correl = 0.0155
RMSE = 0.574
Likelihood = -0.372

Metric: T-FSIM


Prediction map
Pear. correl = 0.0252
Spear. correl = 0.0151
RMSE = 0.326
Likelihood = -0.135

Metric: T-VSI


Prediction map
Pear. correl = 0.027
Spear. correl = 0.0155
RMSE = 0.333
Likelihood = -0.138

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0197
Spear. correl = 0.0156
RMSE = 0.446
Likelihood = -0.224

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0572
Spear. correl = 0.0158
RMSE = 0.147
Likelihood = -0.0311

Metric: CNN


Prediction map
Pear. correl = 0.0284
Spear. correl = 0.0159
RMSE = 0.235
Likelihood = -0.0651

i04: lev=162 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00047
Spear. correl = -0.000588
RMSE = 0.486
Likelihood = -0.269

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00445
Spear. correl = -0.00368
RMSE = 0.225
Likelihood = -0.104

Metric: T-sCIELab


Prediction map
Pear. correl = 0.000767
Spear. correl = -0.00149
RMSE = 0.562
Likelihood = -0.332

Metric: T-SSIM


Prediction map
Pear. correl = -0.00932
Spear. correl = -0.00968
RMSE = 0.814
Likelihood = -0.697

Metric: T-FSIM


Prediction map
Pear. correl = -0.0525
Spear. correl = -0.0433
RMSE = 0.0224
Likelihood = -0.00178

Metric: T-VSI


Prediction map
Pear. correl = -0.0373
Spear. correl = -0.0156
RMSE = 0.0277
Likelihood = -0.00363

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.052
Spear. correl = 0.0153
RMSE = 0.885
Likelihood = -0.823

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.0236
Spear. correl = -0.0146
RMSE = 0.288
Likelihood = -0.107

Metric: CNN


Prediction map
Pear. correl = 0.00319
Spear. correl = 0.00636
RMSE = 0.024
Likelihood = -0.00343

i04: lev=164 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.000499
Spear. correl = -0.000663
RMSE = 0.87
Likelihood = -0.761

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00774
Spear. correl = -0.00718
RMSE = 0.588
Likelihood = -0.356

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00021
Spear. correl = -0.000949
RMSE = 0.961
Likelihood = -1.07

Metric: T-SSIM


Prediction map
Pear. correl = -0.00342
Spear. correl = -0.00947
RMSE = 0.994
Likelihood = -1.26

Metric: T-FSIM


Prediction map
Pear. correl = -0.0572
Spear. correl = -0.0347
RMSE = 0.0817
Likelihood = -0.0085

Metric: T-VSI


Prediction map
Pear. correl = -0.0505
Spear. correl = -0.0153
RMSE = 0.102
Likelihood = -0.0226

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0555
Spear. correl = 0.0479
RMSE = 0.981
Likelihood = -1.24

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.00972
Spear. correl = -0.00824
RMSE = 0.681
Likelihood = -0.541

Metric: CNN


Prediction map
Pear. correl = -0.00201
Spear. correl = -0.00609
RMSE = 0.219
Likelihood = -0.0824

i04: lev=204 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0128
Spear. correl = -0.0127
RMSE = 0.607
Likelihood = -0.38

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00328
Spear. correl = -0.00591
RMSE = 0.652
Likelihood = -0.428

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00626
Spear. correl = 0.00771
RMSE = 0.406
Likelihood = -0.201

Metric: T-SSIM


Prediction map
Pear. correl = 0.0126
Spear. correl = 0.0117
RMSE = 0.461
Likelihood = -0.242

Metric: T-FSIM


Prediction map
Pear. correl = 0.0238
Spear. correl = 0.0154
RMSE = 0.384
Likelihood = -0.18

Metric: T-VSI


Prediction map
Pear. correl = 0.0226
Spear. correl = 0.0154
RMSE = 0.377
Likelihood = -0.17

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0396
Spear. correl = 0.0156
RMSE = 0.211
Likelihood = -0.0746

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.141
Spear. correl = 0.0158
RMSE = 0.0237
Likelihood = -0.00487

Metric: CNN


Prediction map
Pear. correl = 0.149
Spear. correl = 0.0364
RMSE = 0.00293
Likelihood = -0.000149

i04: lev=205 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00917
Spear. correl = -0.0101
RMSE = 0.538
Likelihood = -0.31

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0171
Spear. correl = -0.0142
RMSE = 0.55
Likelihood = -0.321

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0101
Spear. correl = -0.0131
RMSE = 0.25
Likelihood = -0.0964

Metric: T-SSIM


Prediction map
Pear. correl = -0.00297
Spear. correl = -0.000174
RMSE = 0.358
Likelihood = -0.155

Metric: T-FSIM


Prediction map
Pear. correl = 0.00852
Spear. correl = 0.0096
RMSE = 0.386
Likelihood = -0.177

Metric: T-VSI


Prediction map
Pear. correl = -0.00839
Spear. correl = -0.00885
RMSE = 0.375
Likelihood = -0.164

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.05
Spear. correl = 0.0159
RMSE = 0.136
Likelihood = -0.0276

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.144
Spear. correl = 0.0196
RMSE = 0.0103
Likelihood = -0.0012

Metric: CNN


Prediction map
Pear. correl = -0.0006
Spear. correl = -0.000716
RMSE = 0.000185
Likelihood = -5.13e-06

i04: lev=214 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00156
Spear. correl = -0.00293
RMSE = 0.593
Likelihood = -0.362

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00505
Spear. correl = -0.00498
RMSE = 0.512
Likelihood = -0.289

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0143
Spear. correl = -0.0136
RMSE = 0.48
Likelihood = -0.26

Metric: T-SSIM


Prediction map
Pear. correl = 0.0139
Spear. correl = 0.0137
RMSE = 0.389
Likelihood = -0.19

Metric: T-FSIM


Prediction map
Pear. correl = 0.0226
Spear. correl = 0.015
RMSE = 0.299
Likelihood = -0.127

Metric: T-VSI


Prediction map
Pear. correl = 0.022
Spear. correl = 0.0148
RMSE = 0.245
Likelihood = -0.0947

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0396
Spear. correl = 0.0155
RMSE = 0.333
Likelihood = -0.16

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0825
Spear. correl = 0.0157
RMSE = 0.0382
Likelihood = -0.0106

Metric: CNN


Prediction map
Pear. correl = 0.00025
Spear. correl = 0.00834
RMSE = 0.146
Likelihood = -0.0344

i04: lev=215 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00827
Spear. correl = -0.00837
RMSE = 0.471
Likelihood = -0.252

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00849
Spear. correl = -0.0106
RMSE = 0.429
Likelihood = -0.226

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0027
Spear. correl = -0.000234
RMSE = 0.237
Likelihood = -0.0864

Metric: T-SSIM


Prediction map
Pear. correl = -0.0082
Spear. correl = -0.0107
RMSE = 0.277
Likelihood = -0.101

Metric: T-FSIM


Prediction map
Pear. correl = 0.0111
Spear. correl = 0.0116
RMSE = 0.241
Likelihood = -0.091

Metric: T-VSI


Prediction map
Pear. correl = 0.00366
Spear. correl = 0.00694
RMSE = 0.187
Likelihood = -0.0634

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0447
Spear. correl = 0.0155
RMSE = 0.158
Likelihood = -0.0413

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0601
Spear. correl = 0.0162
RMSE = 0.0101
Likelihood = -0.00202

Metric: CNN


Prediction map
Pear. correl = -0.00142
Spear. correl = -0.00173
RMSE = 0.000589
Likelihood = -3.84e-05

i04: lev=221 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0137
Spear. correl = 0.0155
RMSE = 0.202
Likelihood = -0.0862

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00769
Spear. correl = -0.00967
RMSE = 0.195
Likelihood = -0.081

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00711
Spear. correl = 0.0115
RMSE = 0.174
Likelihood = -0.0618

Metric: T-SSIM


Prediction map
Pear. correl = 0.00694
Spear. correl = 0.0129
RMSE = 0.16
Likelihood = -0.0498

Metric: T-FSIM


Prediction map
Pear. correl = 0.0114
Spear. correl = 0.0156
RMSE = 0.216
Likelihood = -0.0835

Metric: T-VSI


Prediction map
Pear. correl = 0.0116
Spear. correl = 0.0156
RMSE = 0.258
Likelihood = -0.105

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0132
Spear. correl = 0.0155
RMSE = 0.145
Likelihood = -0.0565

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0143
Spear. correl = 0.0156
RMSE = 0.127
Likelihood = -0.0498

Metric: CNN


Prediction map
Pear. correl = 0.00251
Spear. correl = 0.0067
RMSE = 0.0501
Likelihood = -0.0063

i04: lev=225 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00268
Spear. correl = -0.00158
RMSE = 0.466
Likelihood = -0.247

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00129
Spear. correl = 0.00265
RMSE = 0.478
Likelihood = -0.26

Metric: T-sCIELab


Prediction map
Pear. correl = 0.01
Spear. correl = 0.0106
RMSE = 0.188
Likelihood = -0.0628

Metric: T-SSIM


Prediction map
Pear. correl = 0.00282
Spear. correl = 0.00834
RMSE = 0.308
Likelihood = -0.116

Metric: T-FSIM


Prediction map
Pear. correl = 0.0364
Spear. correl = 0.0156
RMSE = 0.219
Likelihood = -0.0752

Metric: T-VSI


Prediction map
Pear. correl = 0.0323
Spear. correl = 0.0152
RMSE = 0.144
Likelihood = -0.0386

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0529
Spear. correl = 0.0169
RMSE = 0.13
Likelihood = -0.0243

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0765
Spear. correl = 0.0161
RMSE = 0.0827
Likelihood = -0.0177

Metric: CNN


Prediction map
Pear. correl = -0.00245
Spear. correl = -0.00497
RMSE = 0.0462
Likelihood = -0.0055

i04: lev=234 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0194
Spear. correl = -0.014
RMSE = 0.726
Likelihood = -0.535

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00785
Spear. correl = -0.00884
RMSE = 0.682
Likelihood = -0.479

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0047
Spear. correl = -0.00404
RMSE = 0.456
Likelihood = -0.23

Metric: T-SSIM


Prediction map
Pear. correl = -0.00432
Spear. correl = -0.00581
RMSE = 0.702
Likelihood = -0.553

Metric: T-FSIM


Prediction map
Pear. correl = 0.00536
Spear. correl = 0.00802
RMSE = 0.302
Likelihood = -0.119

Metric: T-VSI


Prediction map
Pear. correl = -0.00351
Spear. correl = 0.000203
RMSE = 0.339
Likelihood = -0.137

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0276
Spear. correl = 0.0156
RMSE = 0.27
Likelihood = -0.0967

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.018
Spear. correl = 0.0135
RMSE = 0.146
Likelihood = -0.0343

Metric: CNN


Prediction map
Pear. correl = 0.0012
Spear. correl = 0.0168
RMSE = 0.0271
Likelihood = -0.00287

i04: lev=235 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0132
Spear. correl = -0.0118
RMSE = 0.615
Likelihood = -0.391

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00809
Spear. correl = -0.00838
RMSE = 0.559
Likelihood = -0.337

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00623
Spear. correl = -0.0042
RMSE = 0.282
Likelihood = -0.101

Metric: T-SSIM


Prediction map
Pear. correl = -0.006
Spear. correl = -0.0042
RMSE = 0.515
Likelihood = -0.295

Metric: T-FSIM


Prediction map
Pear. correl = 0.00463
Spear. correl = 0.00997
RMSE = 0.183
Likelihood = -0.0515

Metric: T-VSI


Prediction map
Pear. correl = -0.00641
Spear. correl = -0.00563
RMSE = 0.243
Likelihood = -0.0805

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0466
Spear. correl = 0.017
RMSE = 0.147
Likelihood = -0.0308

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0267
Spear. correl = 0.0173
RMSE = 0.0316
Likelihood = -0.0037

Metric: CNN


Prediction map
Pear. correl = -0.0011
Spear. correl = -0.00198
RMSE = 0.00445
Likelihood = -0.000227

i04: lev=243 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00564
Spear. correl = 0.00618
RMSE = 0.708
Likelihood = -0.503

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0211
Spear. correl = -0.0145
RMSE = 0.755
Likelihood = -0.57

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0183
Spear. correl = -0.0149
RMSE = 0.54
Likelihood = -0.312

Metric: T-SSIM


Prediction map
Pear. correl = -0.00506
Spear. correl = -0.00608
RMSE = 0.645
Likelihood = -0.451

Metric: T-FSIM


Prediction map
Pear. correl = 0.0202
Spear. correl = 0.0145
RMSE = 0.325
Likelihood = -0.134

Metric: T-VSI


Prediction map
Pear. correl = 0.0152
Spear. correl = 0.0128
RMSE = 0.318
Likelihood = -0.128

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0318
Spear. correl = 0.0155
RMSE = 0.271
Likelihood = -0.109

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.118
Spear. correl = 0.0157
RMSE = 0.0461
Likelihood = -0.0105

Metric: CNN


Prediction map
Pear. correl = -0.00291
Spear. correl = -0.00619
RMSE = 0.0127
Likelihood = -0.00165

i04: lev=244 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0161
Spear. correl = -0.0135
RMSE = 0.634
Likelihood = -0.413

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0178
Spear. correl = -0.014
RMSE = 0.672
Likelihood = -0.458

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0114
Spear. correl = -0.013
RMSE = 0.384
Likelihood = -0.178

Metric: T-SSIM


Prediction map
Pear. correl = -0.0113
Spear. correl = -0.0124
RMSE = 0.524
Likelihood = -0.304

Metric: T-FSIM


Prediction map
Pear. correl = 0.0087
Spear. correl = 0.0105
RMSE = 0.248
Likelihood = -0.0863

Metric: T-VSI


Prediction map
Pear. correl = -0.0064
Spear. correl = -0.00471
RMSE = 0.28
Likelihood = -0.101

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0422
Spear. correl = 0.0157
RMSE = 0.168
Likelihood = -0.0445

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0545
Spear. correl = 0.0163
RMSE = 0.0179
Likelihood = -0.003

Metric: CNN


Prediction map
Pear. correl = -0.00166
Spear. correl = -0.00379
RMSE = 0.015
Likelihood = -0.00117

i04: lev=245 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00861
Spear. correl = -0.00888
RMSE = 0.541
Likelihood = -0.314

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0119
Spear. correl = -0.0119
RMSE = 0.576
Likelihood = -0.351

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00802
Spear. correl = -0.0111
RMSE = 0.283
Likelihood = -0.105

Metric: T-SSIM


Prediction map
Pear. correl = 0.00775
Spear. correl = 0.00867
RMSE = 0.405
Likelihood = -0.189

Metric: T-FSIM


Prediction map
Pear. correl = 0.00168
Spear. correl = 0.00915
RMSE = 0.131
Likelihood = -0.0305

Metric: T-VSI


Prediction map
Pear. correl = -0.00675
Spear. correl = -0.00856
RMSE = 0.265
Likelihood = -0.089

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0514
Spear. correl = 0.0182
RMSE = 0.131
Likelihood = -0.0223

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0566
Spear. correl = 0.0197
RMSE = 0.0253
Likelihood = -0.0026

Metric: CNN


Prediction map
Pear. correl = -0.00184
Spear. correl = -0.00357
RMSE = 0.0203
Likelihood = -0.00177

i05: lev=22 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00587
Spear. correl = -0.00783
RMSE = 0.206
Likelihood = -0.0936

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00365
Spear. correl = -0.00275
RMSE = 0.556
Likelihood = -0.327

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00387
Spear. correl = 0.00293
RMSE = 0.258
Likelihood = -0.111

Metric: T-SSIM


Prediction map
Pear. correl = 0.000495
Spear. correl = -0.00179
RMSE = 0.1
Likelihood = -0.0409

Metric: T-FSIM


Prediction map
Pear. correl = 0.00701
Spear. correl = 0.0107
RMSE = 0.103
Likelihood = -0.0317

Metric: T-VSI


Prediction map
Pear. correl = 0.0111
Spear. correl = 0.0134
RMSE = 0.232
Likelihood = -0.0998

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0159
Spear. correl = 0.0151
RMSE = 0.0614
Likelihood = -0.0242

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00941
Spear. correl = 0.0151
RMSE = 0.048
Likelihood = -0.0179

Metric: CNN


Prediction map
Pear. correl = 0.000335
Spear. correl = 0.000407
RMSE = 0.000102
Likelihood = -1.59e-06

i05: lev=43 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00697
Spear. correl = -0.0082
RMSE = 0.435
Likelihood = -0.224

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0105
Spear. correl = -0.0122
RMSE = 0.61
Likelihood = -0.388

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00894
Spear. correl = -0.0112
RMSE = 0.237
Likelihood = -0.0854

Metric: T-SSIM


Prediction map
Pear. correl = 0.00107
Spear. correl = 0.00133
RMSE = 0.442
Likelihood = -0.224

Metric: T-FSIM


Prediction map
Pear. correl = 0.00725
Spear. correl = 0.014
RMSE = 0.103
Likelihood = -0.0315

Metric: T-VSI


Prediction map
Pear. correl = 0.00202
Spear. correl = 6.36e-05
RMSE = 0.179
Likelihood = -0.069

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0158
Spear. correl = 0.0147
RMSE = 0.114
Likelihood = -0.0466

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00494
Spear. correl = 0.00604
RMSE = 0.0914
Likelihood = -0.0363

Metric: CNN


Prediction map
Pear. correl = -0.172
Spear. correl = -0.0388
RMSE = 0.00217
Likelihood = -0.000144

i05: lev=51 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00264
Spear. correl = 0.00314
RMSE = 0.281
Likelihood = -0.133

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.000746
Spear. correl = 0.000877
RMSE = 0.437
Likelihood = -0.229

Metric: T-sCIELab


Prediction map
Pear. correl = 0.002
Spear. correl = -0.00118
RMSE = 0.108
Likelihood = -0.0388

Metric: T-SSIM


Prediction map
Pear. correl = -0.00793
Spear. correl = -0.00985
RMSE = 0.182
Likelihood = -0.0806

Metric: T-FSIM


Prediction map
Pear. correl = 0.00825
Spear. correl = 0.0156
RMSE = 0.0831
Likelihood = -0.0247

Metric: T-VSI


Prediction map
Pear. correl = 0.00881
Spear. correl = 0.0121
RMSE = 0.121
Likelihood = -0.0458

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0149
Spear. correl = 0.0151
RMSE = 0.0539
Likelihood = -0.0212

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00994
Spear. correl = 0.0147
RMSE = 0.0366
Likelihood = -0.0144

Metric: CNN


Prediction map
Pear. correl = 0.00115
Spear. correl = 0.00127
RMSE = 0.000414
Likelihood = -2.19e-05

i05: lev=91 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00752
Spear. correl = -0.00895
RMSE = 0.275
Likelihood = -0.127

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00183
Spear. correl = -0.00158
RMSE = 0.374
Likelihood = -0.18

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0029
Spear. correl = 0.00162
RMSE = 0.26
Likelihood = -0.112

Metric: T-SSIM


Prediction map
Pear. correl = 0.00324
Spear. correl = 0.00372
RMSE = 0.229
Likelihood = -0.0972

Metric: T-FSIM


Prediction map
Pear. correl = 0.00913
Spear. correl = 0.0142
RMSE = 0.231
Likelihood = -0.0864

Metric: T-VSI


Prediction map
Pear. correl = 0.0124
Spear. correl = 0.0152
RMSE = 0.277
Likelihood = -0.121

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0195
Spear. correl = 0.0153
RMSE = 0.0767
Likelihood = -0.0312

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0124
Spear. correl = 0.0154
RMSE = 0.126
Likelihood = -0.0506

Metric: CNN


Prediction map
Pear. correl = 0.00406
Spear. correl = 0.00502
RMSE = 0.00209
Likelihood = -0.000358

i05: lev=92 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0163
Spear. correl = -0.0146
RMSE = 0.349
Likelihood = -0.169

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00254
Spear. correl = -0.00236
RMSE = 0.44
Likelihood = -0.227

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0013
Spear. correl = -2.29e-05
RMSE = 0.382
Likelihood = -0.188

Metric: T-SSIM


Prediction map
Pear. correl = -0.00777
Spear. correl = -0.00903
RMSE = 0.355
Likelihood = -0.169

Metric: T-FSIM


Prediction map
Pear. correl = 0.0117
Spear. correl = 0.0156
RMSE = 0.34
Likelihood = -0.151

Metric: T-VSI


Prediction map
Pear. correl = 0.0158
Spear. correl = 0.0155
RMSE = 0.395
Likelihood = -0.196

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0189
Spear. correl = 0.0152
RMSE = 0.138
Likelihood = -0.0585

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0115
Spear. correl = 0.0139
RMSE = 0.241
Likelihood = -0.107

Metric: CNN


Prediction map
Pear. correl = 0.00499
Spear. correl = 0.00944
RMSE = 0.0145
Likelihood = -0.00295

i05: lev=111 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00499
Spear. correl = -0.00701
RMSE = 0.28
Likelihood = -0.127

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00308
Spear. correl = 0.00274
RMSE = 0.231
Likelihood = -0.0993

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00957
Spear. correl = 0.0135
RMSE = 0.24
Likelihood = -0.0983

Metric: T-SSIM


Prediction map
Pear. correl = -0.00523
Spear. correl = -0.00825
RMSE = 0.248
Likelihood = -0.0996

Metric: T-FSIM


Prediction map
Pear. correl = 0.00941
Spear. correl = 0.0156
RMSE = 0.105
Likelihood = -0.0338

Metric: T-VSI


Prediction map
Pear. correl = 0.0128
Spear. correl = 0.0156
RMSE = 0.158
Likelihood = -0.0622

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0237
Spear. correl = 0.0152
RMSE = 0.064
Likelihood = -0.0264

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.023
Spear. correl = 0.0156
RMSE = 0.0657
Likelihood = -0.0271

Metric: CNN


Prediction map
Pear. correl = 0.00255
Spear. correl = 0.00307
RMSE = 0.00146
Likelihood = -0.000166

i05: lev=162 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00164
Spear. correl = -0.00237
RMSE = 0.69
Likelihood = -0.464

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0125
Spear. correl = 0.0127
RMSE = 0.311
Likelihood = -0.152

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00777
Spear. correl = 0.0111
RMSE = 0.801
Likelihood = -0.648

Metric: T-SSIM


Prediction map
Pear. correl = 0.00896
Spear. correl = 0.0111
RMSE = 0.828
Likelihood = -0.716

Metric: T-FSIM


Prediction map
Pear. correl = -0.0045
Spear. correl = -0.0212
RMSE = 0.0629
Likelihood = -0.00655

Metric: T-VSI


Prediction map
Pear. correl = -0.0077
Spear. correl = -0.0137
RMSE = 0.0677
Likelihood = -0.0134

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0418
Spear. correl = 0.0153
RMSE = 0.787
Likelihood = -0.615

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00131
Spear. correl = -0.00563
RMSE = 0.202
Likelihood = -0.0744

Metric: CNN


Prediction map
Pear. correl = -0.00383
Spear. correl = -0.0157
RMSE = 0.00916
Likelihood = -0.00123

i05: lev=163 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00344
Spear. correl = -0.00679
RMSE = 0.913
Likelihood = -0.886

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00141
Spear. correl = 0.004
RMSE = 0.604
Likelihood = -0.371

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00664
Spear. correl = 0.00898
RMSE = 0.988
Likelihood = -1.23

Metric: T-SSIM


Prediction map
Pear. correl = 0.00776
Spear. correl = 0.0111
RMSE = 0.962
Likelihood = -1.11

Metric: T-FSIM


Prediction map
Pear. correl = -0.00662
Spear. correl = -0.0117
RMSE = 0.165
Likelihood = -0.0382

Metric: T-VSI


Prediction map
Pear. correl = -0.00553
Spear. correl = -0.0101
RMSE = 0.232
Likelihood = -0.079

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0549
Spear. correl = 0.0165
RMSE = 0.977
Likelihood = -1.21

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.00121
Spear. correl = -0.00412
RMSE = 0.495
Likelihood = -0.282

Metric: CNN


Prediction map
Pear. correl = 0.00214
Spear. correl = 0.00702
RMSE = 0.0197
Likelihood = -0.00198

i05: lev=202 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0043
Spear. correl = -0.00492
RMSE = 0.413
Likelihood = -0.211

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00021
Spear. correl = -7.63e-05
RMSE = 0.31
Likelihood = -0.145

Metric: T-sCIELab


Prediction map
Pear. correl = -0.000332
Spear. correl = -0.0047
RMSE = 0.199
Likelihood = -0.079

Metric: T-SSIM


Prediction map
Pear. correl = -0.00752
Spear. correl = -0.00837
RMSE = 0.41
Likelihood = -0.205

Metric: T-FSIM


Prediction map
Pear. correl = 0.00898
Spear. correl = 0.013
RMSE = 0.176
Likelihood = -0.0636

Metric: T-VSI


Prediction map
Pear. correl = 0.0105
Spear. correl = 0.0139
RMSE = 0.207
Likelihood = -0.0848

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0309
Spear. correl = 0.0152
RMSE = 0.12
Likelihood = -0.0516

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0214
Spear. correl = 0.0152
RMSE = 0.114
Likelihood = -0.0487

Metric: CNN


Prediction map
Pear. correl = 0.000735
Spear. correl = 0.000922
RMSE = 0.000457
Likelihood = -1.55e-05

i06: lev=11 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0152
Spear. correl = 0.0141
RMSE = 0.204
Likelihood = -0.0919

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.019
Spear. correl = 0.015
RMSE = 0.291
Likelihood = -0.137

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0138
Spear. correl = -0.0137
RMSE = 0.153
Likelihood = -0.0604

Metric: T-SSIM


Prediction map
Pear. correl = 0.0178
Spear. correl = 0.0146
RMSE = 0.0856
Likelihood = -0.0346

Metric: T-FSIM


Prediction map
Pear. correl = 0.011
Spear. correl = 0.0156
RMSE = 0.186
Likelihood = -0.0687

Metric: T-VSI


Prediction map
Pear. correl = 0.0119
Spear. correl = 0.0156
RMSE = 0.247
Likelihood = -0.0992

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00428
Spear. correl = 0.00209
RMSE = 0.0943
Likelihood = -0.0346

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0123
Spear. correl = 0.0156
RMSE = 0.12
Likelihood = -0.0452

Metric: CNN


Prediction map
Pear. correl = 0.000131
Spear. correl = 0.000163
RMSE = 1.32e-05
Likelihood = -5.85e-08

i06: lev=12 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0164
Spear. correl = 0.0143
RMSE = 0.283
Likelihood = -0.134

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0141
Spear. correl = 0.0133
RMSE = 0.396
Likelihood = -0.202

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00025
Spear. correl = -0.00391
RMSE = 0.224
Likelihood = -0.0956

Metric: T-SSIM


Prediction map
Pear. correl = 0.0222
Spear. correl = 0.0151
RMSE = 0.191
Likelihood = -0.0839

Metric: T-FSIM


Prediction map
Pear. correl = 0.0103
Spear. correl = 0.013
RMSE = 0.308
Likelihood = -0.133

Metric: T-VSI


Prediction map
Pear. correl = 0.00301
Spear. correl = 0.00181
RMSE = 0.392
Likelihood = -0.191

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00505
Spear. correl = 0.00421
RMSE = 0.164
Likelihood = -0.0642

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0136
Spear. correl = 0.0156
RMSE = 0.238
Likelihood = -0.101

Metric: CNN


Prediction map
Pear. correl = 0.000574
Spear. correl = 0.000673
RMSE = 0.000173
Likelihood = -4.6e-06

i06: lev=22 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00684
Spear. correl = 0.00841
RMSE = 0.145
Likelihood = -0.0634

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0163
Spear. correl = 0.0142
RMSE = 0.388
Likelihood = -0.197

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0147
Spear. correl = -0.0138
RMSE = 0.194
Likelihood = -0.0793

Metric: T-SSIM


Prediction map
Pear. correl = 0.00858
Spear. correl = 0.0109
RMSE = 0.0304
Likelihood = -0.0118

Metric: T-FSIM


Prediction map
Pear. correl = 0.00984
Spear. correl = 0.0156
RMSE = 0.105
Likelihood = -0.0347

Metric: T-VSI


Prediction map
Pear. correl = 0.0124
Spear. correl = 0.0156
RMSE = 0.241
Likelihood = -0.0986

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00301
Spear. correl = -0.000509
RMSE = 0.076
Likelihood = -0.026

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00979
Spear. correl = 0.0154
RMSE = 0.0607
Likelihood = -0.0213

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i06: lev=23 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00164
Spear. correl = -0.0026
RMSE = 0.208
Likelihood = -0.0943

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0124
Spear. correl = 0.0126
RMSE = 0.506
Likelihood = -0.284

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00444
Spear. correl = -0.00817
RMSE = 0.297
Likelihood = -0.135

Metric: T-SSIM


Prediction map
Pear. correl = 0.0196
Spear. correl = 0.0155
RMSE = 0.0864
Likelihood = -0.0353

Metric: T-FSIM


Prediction map
Pear. correl = 0.00382
Spear. correl = 0.00214
RMSE = 0.193
Likelihood = -0.0718

Metric: T-VSI


Prediction map
Pear. correl = 0.00378
Spear. correl = 0.00304
RMSE = 0.399
Likelihood = -0.198

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00218
Spear. correl = -0.0018
RMSE = 0.137
Likelihood = -0.0501

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0115
Spear. correl = 0.0156
RMSE = 0.131
Likelihood = -0.0494

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i06: lev=52 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00947
Spear. correl = 0.011
RMSE = 0.283
Likelihood = -0.134

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0136
Spear. correl = 0.013
RMSE = 0.394
Likelihood = -0.201

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0275
Spear. correl = -0.0152
RMSE = 0.15
Likelihood = -0.0542

Metric: T-SSIM


Prediction map
Pear. correl = 0.0148
Spear. correl = 0.0138
RMSE = 0.191
Likelihood = -0.0834

Metric: T-FSIM


Prediction map
Pear. correl = 0.00811
Spear. correl = 0.0109
RMSE = 0.151
Likelihood = -0.0535

Metric: T-VSI


Prediction map
Pear. correl = 0.00658
Spear. correl = 0.00739
RMSE = 0.206
Likelihood = -0.0787

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00181
Spear. correl = -0.00279
RMSE = 0.137
Likelihood = -0.0509

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0157
Spear. correl = 0.0156
RMSE = 0.107
Likelihood = -0.0431

Metric: CNN


Prediction map
Pear. correl = 0.000285
Spear. correl = 0.000355
RMSE = 5.31e-05
Likelihood = -6.94e-07

i06: lev=92 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00573
Spear. correl = -0.007
RMSE = 0.298
Likelihood = -0.137

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0104
Spear. correl = 0.00981
RMSE = 0.305
Likelihood = -0.137

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0185
Spear. correl = -0.0145
RMSE = 0.295
Likelihood = -0.133

Metric: T-SSIM


Prediction map
Pear. correl = 0.0126
Spear. correl = 0.0107
RMSE = 0.241
Likelihood = -0.0984

Metric: T-FSIM


Prediction map
Pear. correl = 0.0129
Spear. correl = 0.0148
RMSE = 0.43
Likelihood = -0.216

Metric: T-VSI


Prediction map
Pear. correl = 0.0142
Spear. correl = 0.0153
RMSE = 0.477
Likelihood = -0.258

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00838
Spear. correl = 0.0116
RMSE = 0.202
Likelihood = -0.0854

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0189
Spear. correl = 0.0155
RMSE = 0.333
Likelihood = -0.155

Metric: CNN


Prediction map
Pear. correl = 0.00286
Spear. correl = 0.00836
RMSE = 0.117
Likelihood = -0.0197

i06: lev=105 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0201
Spear. correl = 0.0138
RMSE = 0.509
Likelihood = -0.307

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0202
Spear. correl = 0.0145
RMSE = 0.433
Likelihood = -0.224

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0234
Spear. correl = 0.0145
RMSE = 0.171
Likelihood = -0.041

Metric: T-SSIM


Prediction map
Pear. correl = 0.0198
Spear. correl = 0.0148
RMSE = 0.448
Likelihood = -0.258

Metric: T-FSIM


Prediction map
Pear. correl = 0.0272
Spear. correl = 0.0149
RMSE = 0.319
Likelihood = -0.13

Metric: T-VSI


Prediction map
Pear. correl = 0.033
Spear. correl = 0.0157
RMSE = 0.263
Likelihood = -0.0821

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0351
Spear. correl = 0.0156
RMSE = 0.248
Likelihood = -0.0785

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0391
Spear. correl = 0.0159
RMSE = 0.226
Likelihood = -0.0641

Metric: CNN


Prediction map
Pear. correl = 0.000884
Spear. correl = 0.0277
RMSE = 0.0855
Likelihood = -0.00885

i06: lev=111 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0176
Spear. correl = 0.0152
RMSE = 0.243
Likelihood = -0.104

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0145
Spear. correl = 0.0144
RMSE = 0.152
Likelihood = -0.0608

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0111
Spear. correl = 0.0153
RMSE = 0.154
Likelihood = -0.0568

Metric: T-SSIM


Prediction map
Pear. correl = 0.0113
Spear. correl = 0.0142
RMSE = 0.181
Likelihood = -0.0666

Metric: T-FSIM


Prediction map
Pear. correl = 0.0104
Spear. correl = 0.0155
RMSE = 0.161
Likelihood = -0.0567

Metric: T-VSI


Prediction map
Pear. correl = 0.0111
Spear. correl = 0.0154
RMSE = 0.198
Likelihood = -0.0743

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0232
Spear. correl = 0.0156
RMSE = 0.0924
Likelihood = -0.0374

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0227
Spear. correl = 0.0155
RMSE = 0.11
Likelihood = -0.0449

Metric: CNN


Prediction map
Pear. correl = 0.00446
Spear. correl = 0.00657
RMSE = 0.00684
Likelihood = -0.00127

i06: lev=112 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0172
Spear. correl = 0.0152
RMSE = 0.33
Likelihood = -0.151

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0143
Spear. correl = 0.0141
RMSE = 0.207
Likelihood = -0.0855

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0126
Spear. correl = 0.0153
RMSE = 0.222
Likelihood = -0.0893

Metric: T-SSIM


Prediction map
Pear. correl = 0.0131
Spear. correl = 0.0143
RMSE = 0.328
Likelihood = -0.142

Metric: T-FSIM


Prediction map
Pear. correl = 0.0121
Spear. correl = 0.0155
RMSE = 0.343
Likelihood = -0.151

Metric: T-VSI


Prediction map
Pear. correl = 0.0131
Spear. correl = 0.0155
RMSE = 0.376
Likelihood = -0.176

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0203
Spear. correl = 0.0156
RMSE = 0.193
Likelihood = -0.0816

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0193
Spear. correl = 0.0156
RMSE = 0.311
Likelihood = -0.142

Metric: CNN


Prediction map
Pear. correl = 0.00749
Spear. correl = 0.0141
RMSE = 0.0853
Likelihood = -0.0241

i06: lev=115 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00386
Spear. correl = 0.00644
RMSE = 0.492
Likelihood = -0.281

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00809
Spear. correl = 0.009
RMSE = 0.595
Likelihood = -0.382

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00341
Spear. correl = 0.00663
RMSE = 0.346
Likelihood = -0.153

Metric: T-SSIM


Prediction map
Pear. correl = 0.0187
Spear. correl = 0.0142
RMSE = 0.455
Likelihood = -0.263

Metric: T-FSIM


Prediction map
Pear. correl = 0.0255
Spear. correl = 0.015
RMSE = 0.205
Likelihood = -0.0522

Metric: T-VSI


Prediction map
Pear. correl = 0.0199
Spear. correl = 0.0134
RMSE = 0.281
Likelihood = -0.0902

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0334
Spear. correl = 0.0168
RMSE = 0.249
Likelihood = -0.0686

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0503
Spear. correl = 0.0182
RMSE = 0.168
Likelihood = -0.0338

Metric: CNN


Prediction map
Pear. correl = -0.00232
Spear. correl = -0.00511
RMSE = 0.0848
Likelihood = -0.0109

i06: lev=164 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0304
Spear. correl = 0.0214
RMSE = 0.913
Likelihood = -0.963

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0011
Spear. correl = 0.0023
RMSE = 0.661
Likelihood = -0.433

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00858
Spear. correl = -0.0143
RMSE = 0.991
Likelihood = -1.25

Metric: T-SSIM


Prediction map
Pear. correl = 0.0288
Spear. correl = 0.0148
RMSE = 0.889
Likelihood = -0.914

Metric: T-FSIM


Prediction map
Pear. correl = 0.000913
Spear. correl = -0.0113
RMSE = 0.201
Likelihood = -0.0478

Metric: T-VSI


Prediction map
Pear. correl = -0.0239
Spear. correl = -0.0145
RMSE = 0.237
Likelihood = -0.0699

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.052
Spear. correl = 0.026
RMSE = 0.965
Likelihood = -1.19

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0155
Spear. correl = 0.0154
RMSE = 0.602
Likelihood = -0.416

Metric: CNN


Prediction map
Pear. correl = -0.0204
Spear. correl = -0.0172
RMSE = 0.405
Likelihood = -0.203

i06: lev=201 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0202
Spear. correl = 0.0153
RMSE = 0.257
Likelihood = -0.114

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0159
Spear. correl = 0.0142
RMSE = 0.158
Likelihood = -0.0661

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00418
Spear. correl = 0.00739
RMSE = 0.0854
Likelihood = -0.0283

Metric: T-SSIM


Prediction map
Pear. correl = 0.0139
Spear. correl = 0.0148
RMSE = 0.177
Likelihood = -0.0687

Metric: T-FSIM


Prediction map
Pear. correl = 0.01
Spear. correl = 0.0151
RMSE = 0.0969
Likelihood = -0.0323

Metric: T-VSI


Prediction map
Pear. correl = 0.00997
Spear. correl = 0.0153
RMSE = 0.119
Likelihood = -0.0409

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0266
Spear. correl = 0.0156
RMSE = 0.0731
Likelihood = -0.0298

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0325
Spear. correl = 0.0156
RMSE = 0.0552
Likelihood = -0.0226

Metric: CNN


Prediction map
Pear. correl = 0.000656
Spear. correl = 0.000796
RMSE = 0.000195
Likelihood = -5.91e-06

i06: lev=202 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0184
Spear. correl = 0.0145
RMSE = 0.34
Likelihood = -0.159

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0178
Spear. correl = 0.0154
RMSE = 0.21
Likelihood = -0.0902

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00614
Spear. correl = 0.0117
RMSE = 0.129
Likelihood = -0.0468

Metric: T-SSIM


Prediction map
Pear. correl = 0.0143
Spear. correl = 0.0148
RMSE = 0.328
Likelihood = -0.144

Metric: T-FSIM


Prediction map
Pear. correl = 0.0105
Spear. correl = 0.0143
RMSE = 0.197
Likelihood = -0.0735

Metric: T-VSI


Prediction map
Pear. correl = 0.0106
Spear. correl = 0.0146
RMSE = 0.228
Likelihood = -0.0887

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0272
Spear. correl = 0.0156
RMSE = 0.135
Likelihood = -0.0571

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.028
Spear. correl = 0.0156
RMSE = 0.143
Likelihood = -0.0609

Metric: CNN


Prediction map
Pear. correl = 0.00149
Spear. correl = 0.00219
RMSE = 0.00154
Likelihood = -0.000105

i06: lev=221 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0156
Spear. correl = 0.0156
RMSE = 0.224
Likelihood = -0.0958

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0117
Spear. correl = 0.0133
RMSE = 0.222
Likelihood = -0.0921

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00332
Spear. correl = -1.02e-05
RMSE = 0.201
Likelihood = -0.0713

Metric: T-SSIM


Prediction map
Pear. correl = 0.00798
Spear. correl = 0.0147
RMSE = 0.16
Likelihood = -0.0509

Metric: T-FSIM


Prediction map
Pear. correl = 0.00647
Spear. correl = 0.0153
RMSE = 0.185
Likelihood = -0.0558

Metric: T-VSI


Prediction map
Pear. correl = 0.00759
Spear. correl = 0.0156
RMSE = 0.226
Likelihood = -0.0785

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00816
Spear. correl = 0.0156
RMSE = 0.124
Likelihood = -0.0391

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00782
Spear. correl = 0.0153
RMSE = 0.112
Likelihood = -0.0334

Metric: CNN


Prediction map
Pear. correl = 0.0022
Spear. correl = 0.00481
RMSE = 0.0441
Likelihood = -0.00482

i06: lev=242 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0153
Spear. correl = 0.0145
RMSE = 0.329
Likelihood = -0.154

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.013
Spear. correl = 0.0144
RMSE = 0.224
Likelihood = -0.094

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00574
Spear. correl = 0.00677
RMSE = 0.266
Likelihood = -0.114

Metric: T-SSIM


Prediction map
Pear. correl = 0.0131
Spear. correl = 0.0144
RMSE = 0.315
Likelihood = -0.137

Metric: T-FSIM


Prediction map
Pear. correl = 0.0111
Spear. correl = 0.0128
RMSE = 0.408
Likelihood = -0.202

Metric: T-VSI


Prediction map
Pear. correl = 0.00994
Spear. correl = 0.011
RMSE = 0.441
Likelihood = -0.229

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0334
Spear. correl = 0.0155
RMSE = 0.174
Likelihood = -0.0773

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0304
Spear. correl = 0.0156
RMSE = 0.313
Likelihood = -0.149

Metric: CNN


Prediction map
Pear. correl = 0.009
Spear. correl = 0.013
RMSE = 0.0546
Likelihood = -0.0166

i06: lev=245 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00118
Spear. correl = 0.00359
RMSE = 0.491
Likelihood = -0.28

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00807
Spear. correl = 0.00906
RMSE = 0.61
Likelihood = -0.397

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00255
Spear. correl = 0.00438
RMSE = 0.399
Likelihood = -0.191

Metric: T-SSIM


Prediction map
Pear. correl = 0.0188
Spear. correl = 0.0143
RMSE = 0.454
Likelihood = -0.257

Metric: T-FSIM


Prediction map
Pear. correl = 0.0159
Spear. correl = 0.0134
RMSE = 0.22
Likelihood = -0.0595

Metric: T-VSI


Prediction map
Pear. correl = 0.0141
Spear. correl = 0.0127
RMSE = 0.243
Likelihood = -0.0702

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0352
Spear. correl = 0.0164
RMSE = 0.227
Likelihood = -0.0602

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.056
Spear. correl = 0.0173
RMSE = 0.113
Likelihood = -0.0186

Metric: CNN


Prediction map
Pear. correl = -0.00239
Spear. correl = 0.0101
RMSE = 0.0296
Likelihood = -0.0037

i07: lev=23 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00671
Spear. correl = -0.00851
RMSE = 0.242
Likelihood = -0.112

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.012
Spear. correl = -0.0138
RMSE = 0.574
Likelihood = -0.344

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0194
Spear. correl = -0.0143
RMSE = 0.31
Likelihood = -0.142

Metric: T-SSIM


Prediction map
Pear. correl = 0.00797
Spear. correl = 0.0109
RMSE = 0.0814
Likelihood = -0.0324

Metric: T-FSIM


Prediction map
Pear. correl = -0.0148
Spear. correl = -0.0132
RMSE = 0.202
Likelihood = -0.0726

Metric: T-VSI


Prediction map
Pear. correl = -0.00796
Spear. correl = -0.00888
RMSE = 0.417
Likelihood = -0.207

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0181
Spear. correl = 0.0153
RMSE = 0.184
Likelihood = -0.0794

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0111
Spear. correl = 0.0146
RMSE = 0.192
Likelihood = -0.0785

Metric: CNN


Prediction map
Pear. correl = 0.00026
Spear. correl = 0.000305
RMSE = 8.23e-05
Likelihood = -9.86e-07

i07: lev=52 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00169
Spear. correl = 0.00199
RMSE = 0.322
Likelihood = -0.157

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.000103
Spear. correl = 0.00116
RMSE = 0.465
Likelihood = -0.252

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00344
Spear. correl = -0.00858
RMSE = 0.114
Likelihood = -0.0424

Metric: T-SSIM


Prediction map
Pear. correl = -0.00872
Spear. correl = -0.0105
RMSE = 0.187
Likelihood = -0.082

Metric: T-FSIM


Prediction map
Pear. correl = 0.00832
Spear. correl = 0.0137
RMSE = 0.15
Likelihood = -0.05

Metric: T-VSI


Prediction map
Pear. correl = 0.00269
Spear. correl = -0.00105
RMSE = 0.269
Likelihood = -0.102

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0165
Spear. correl = 0.0151
RMSE = 0.169
Likelihood = -0.0726

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0111
Spear. correl = 0.0146
RMSE = 0.145
Likelihood = -0.0598

Metric: CNN


Prediction map
Pear. correl = 0.00175
Spear. correl = 0.00198
RMSE = 0.000813
Likelihood = -6.47e-05

i07: lev=81 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0248
Spear. correl = -0.0148
RMSE = 0.138
Likelihood = -0.0454

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0393
Spear. correl = -0.0155
RMSE = 0.0613
Likelihood = -0.0193

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0515
Spear. correl = -0.0156
RMSE = 0.0918
Likelihood = -0.023

Metric: T-SSIM


Prediction map
Pear. correl = 0.00379
Spear. correl = 0.00845
RMSE = 0.0679
Likelihood = -0.012

Metric: T-FSIM


Prediction map
Pear. correl = -0.0397
Spear. correl = -0.0151
RMSE = 0.117
Likelihood = -0.0286

Metric: T-VSI


Prediction map
Pear. correl = -0.0439
Spear. correl = -0.0152
RMSE = 0.11
Likelihood = -0.0245

Metric: T-Butteraugli


Prediction map
Pear. correl = -0.0249
Spear. correl = -0.0149
RMSE = 0.0312
Likelihood = -0.0105

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.0158
Spear. correl = -0.0138
RMSE = 0.0709
Likelihood = -0.0192

Metric: CNN


Prediction map
Pear. correl = -0.127
Spear. correl = -0.0157
RMSE = 0.0389
Likelihood = -0.00981

i07: lev=92 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0018
Spear. correl = -0.00119
RMSE = 0.215
Likelihood = -0.0886

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0012
Spear. correl = -0.0011
RMSE = 0.227
Likelihood = -0.0953

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00524
Spear. correl = -0.00822
RMSE = 0.247
Likelihood = -0.0999

Metric: T-SSIM


Prediction map
Pear. correl = 0.00685
Spear. correl = 0.0106
RMSE = 0.148
Likelihood = -0.0429

Metric: T-FSIM


Prediction map
Pear. correl = 0.0107
Spear. correl = 0.0156
RMSE = 0.317
Likelihood = -0.134

Metric: T-VSI


Prediction map
Pear. correl = 0.00987
Spear. correl = 0.0147
RMSE = 0.341
Likelihood = -0.149

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0185
Spear. correl = 0.0153
RMSE = 0.14
Likelihood = -0.0583

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0163
Spear. correl = 0.0154
RMSE = 0.223
Likelihood = -0.0972

Metric: CNN


Prediction map
Pear. correl = 0.00388
Spear. correl = 0.00982
RMSE = 0.0326
Likelihood = -0.00557

i07: lev=115 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00943
Spear. correl = 0.0099
RMSE = 0.462
Likelihood = -0.244

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0186
Spear. correl = 0.0147
RMSE = 0.393
Likelihood = -0.194

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0244
Spear. correl = 0.0146
RMSE = 0.12
Likelihood = -0.0295

Metric: T-SSIM


Prediction map
Pear. correl = 0.0148
Spear. correl = 0.0121
RMSE = 0.394
Likelihood = -0.184

Metric: T-FSIM


Prediction map
Pear. correl = 0.0289
Spear. correl = 0.0182
RMSE = 0.116
Likelihood = -0.0184

Metric: T-VSI


Prediction map
Pear. correl = 0.0233
Spear. correl = 0.0144
RMSE = 0.222
Likelihood = -0.0659

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0557
Spear. correl = 0.0177
RMSE = 0.128
Likelihood = -0.0217

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.028
Spear. correl = 0.0184
RMSE = 0.0451
Likelihood = -0.00488

Metric: CNN


Prediction map
Pear. correl = 0.0986
Spear. correl = 0.0384
RMSE = 0.0036
Likelihood = -0.000229

i07: lev=162 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.000761
Spear. correl = -0.00124
RMSE = 0.611
Likelihood = -0.378

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00875
Spear. correl = 0.0118
RMSE = 0.283
Likelihood = -0.136

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00668
Spear. correl = 0.0113
RMSE = 0.715
Likelihood = -0.502

Metric: T-SSIM


Prediction map
Pear. correl = 0.0119
Spear. correl = 0.0124
RMSE = 0.805
Likelihood = -0.686

Metric: T-FSIM


Prediction map
Pear. correl = -0.0169
Spear. correl = -0.0368
RMSE = 0.025
Likelihood = -0.00165

Metric: T-VSI


Prediction map
Pear. correl = -0.0132
Spear. correl = -0.0191
RMSE = 0.0144
Likelihood = -0.00101

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0492
Spear. correl = 0.0153
RMSE = 0.887
Likelihood = -0.835

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.00201
Spear. correl = -0.0087
RMSE = 0.138
Likelihood = -0.0421

Metric: CNN


Prediction map
Pear. correl = 0.00225
Spear. correl = 0.00268
RMSE = 0.00062
Likelihood = -6.29e-05

i07: lev=221 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0126
Spear. correl = -0.0127
RMSE = 0.245
Likelihood = -0.109

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0034
Spear. correl = 0.00178
RMSE = 0.227
Likelihood = -0.0962

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00058
Spear. correl = -0.00404
RMSE = 0.18
Likelihood = -0.0611

Metric: T-SSIM


Prediction map
Pear. correl = -0.00876
Spear. correl = -0.0121
RMSE = 0.146
Likelihood = -0.0434

Metric: T-FSIM


Prediction map
Pear. correl = 0.00612
Spear. correl = 0.0146
RMSE = 0.156
Likelihood = -0.0449

Metric: T-VSI


Prediction map
Pear. correl = 0.00658
Spear. correl = 0.00958
RMSE = 0.207
Likelihood = -0.0695

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00931
Spear. correl = 0.0127
RMSE = 0.123
Likelihood = -0.0479

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00804
Spear. correl = 0.0128
RMSE = 0.0977
Likelihood = -0.0343

Metric: CNN


Prediction map
Pear. correl = 0.00392
Spear. correl = 0.00863
RMSE = 0.115
Likelihood = -0.0227

i07: lev=245 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00248
Spear. correl = -0.00179
RMSE = 0.464
Likelihood = -0.245

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.012
Spear. correl = -0.0124
RMSE = 0.452
Likelihood = -0.237

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00609
Spear. correl = -0.0086
RMSE = 0.168
Likelihood = -0.048

Metric: T-SSIM


Prediction map
Pear. correl = 0.00281
Spear. correl = 0.0064
RMSE = 0.394
Likelihood = -0.183

Metric: T-FSIM


Prediction map
Pear. correl = 0.0243
Spear. correl = 0.0169
RMSE = 0.106
Likelihood = -0.017

Metric: T-VSI


Prediction map
Pear. correl = 0.0267
Spear. correl = 0.0148
RMSE = 0.22
Likelihood = -0.0653

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0523
Spear. correl = 0.0171
RMSE = 0.129
Likelihood = -0.0234

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.12
Spear. correl = 0.018
RMSE = 0.0181
Likelihood = -0.00228

Metric: CNN


Prediction map
Pear. correl = -0.00202
Spear. correl = -0.00351
RMSE = 0.00645
Likelihood = -0.000594

i08: lev=11 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00352
Spear. correl = 0.00462
RMSE = 0.281
Likelihood = -0.133

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00916
Spear. correl = 0.0103
RMSE = 0.44
Likelihood = -0.233

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0134
Spear. correl = -0.0132
RMSE = 0.181
Likelihood = -0.0719

Metric: T-SSIM


Prediction map
Pear. correl = 0.00415
Spear. correl = 0.00528
RMSE = 0.185
Likelihood = -0.082

Metric: T-FSIM


Prediction map
Pear. correl = 0.00143
Spear. correl = -0.00195
RMSE = 0.204
Likelihood = -0.0721

Metric: T-VSI


Prediction map
Pear. correl = 0.00624
Spear. correl = 0.00632
RMSE = 0.25
Likelihood = -0.105

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0132
Spear. correl = 0.0145
RMSE = 0.0638
Likelihood = -0.0247

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00805
Spear. correl = 0.0125
RMSE = 0.105
Likelihood = -0.0383

Metric: CNN


Prediction map
Pear. correl = 0.00166
Spear. correl = 0.00216
RMSE = 0.0011
Likelihood = -8.36e-05

i08: lev=21 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00213
Spear. correl = 0.0025
RMSE = 0.15
Likelihood = -0.0656

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00852
Spear. correl = 0.00995
RMSE = 0.439
Likelihood = -0.232

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0154
Spear. correl = -0.0139
RMSE = 0.148
Likelihood = -0.0558

Metric: T-SSIM


Prediction map
Pear. correl = -0.00205
Spear. correl = -0.00533
RMSE = 0.0356
Likelihood = -0.0139

Metric: T-FSIM


Prediction map
Pear. correl = -0.00615
Spear. correl = -0.00988
RMSE = 0.0742
Likelihood = -0.0216

Metric: T-VSI


Prediction map
Pear. correl = 0.0109
Spear. correl = 0.014
RMSE = 0.164
Likelihood = -0.066

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0112
Spear. correl = 0.0143
RMSE = 0.0266
Likelihood = -0.00971

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00793
Spear. correl = 0.0112
RMSE = 0.027
Likelihood = -0.00924

Metric: CNN


Prediction map
Pear. correl = 0.000629
Spear. correl = 0.000683
RMSE = 0.000235
Likelihood = -6.85e-06

i08: lev=22 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 4.78e-05
Spear. correl = -7.76e-05
RMSE = 0.208
Likelihood = -0.0945

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.014
Spear. correl = 0.013
RMSE = 0.562
Likelihood = -0.333

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00192
Spear. correl = -0.00635
RMSE = 0.229
Likelihood = -0.0956

Metric: T-SSIM


Prediction map
Pear. correl = -0.0077
Spear. correl = -0.0106
RMSE = 0.0902
Likelihood = -0.0371

Metric: T-FSIM


Prediction map
Pear. correl = 0.00813
Spear. correl = 0.0138
RMSE = 0.128
Likelihood = -0.0407

Metric: T-VSI


Prediction map
Pear. correl = 0.00685
Spear. correl = 0.00772
RMSE = 0.256
Likelihood = -0.112

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0123
Spear. correl = 0.0144
RMSE = 0.0512
Likelihood = -0.0193

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0083
Spear. correl = 0.013
RMSE = 0.0554
Likelihood = -0.0195

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i08: lev=23 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0154
Spear. correl = 0.0144
RMSE = 0.283
Likelihood = -0.134

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00884
Spear. correl = 0.0104
RMSE = 0.683
Likelihood = -0.46

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00774
Spear. correl = 0.00996
RMSE = 0.351
Likelihood = -0.168

Metric: T-SSIM


Prediction map
Pear. correl = 0.0116
Spear. correl = 0.0132
RMSE = 0.187
Likelihood = -0.0829

Metric: T-FSIM


Prediction map
Pear. correl = 0.00717
Spear. correl = 0.00796
RMSE = 0.204
Likelihood = -0.0726

Metric: T-VSI


Prediction map
Pear. correl = 0.0167
Spear. correl = 0.0156
RMSE = 0.376
Likelihood = -0.185

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0137
Spear. correl = 0.0151
RMSE = 0.0978
Likelihood = -0.0382

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00868
Spear. correl = 0.0137
RMSE = 0.109
Likelihood = -0.0401

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i08: lev=52 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00118
Spear. correl = 0.00141
RMSE = 0.367
Likelihood = -0.185

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0198
Spear. correl = 0.015
RMSE = 0.562
Likelihood = -0.333

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00412
Spear. correl = 0.00392
RMSE = 0.155
Likelihood = -0.0587

Metric: T-SSIM


Prediction map
Pear. correl = -0.00978
Spear. correl = -0.0112
RMSE = 0.311
Likelihood = -0.151

Metric: T-FSIM


Prediction map
Pear. correl = 0.00779
Spear. correl = 0.0106
RMSE = 0.167
Likelihood = -0.0561

Metric: T-VSI


Prediction map
Pear. correl = 0.0105
Spear. correl = 0.0137
RMSE = 0.212
Likelihood = -0.087

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0137
Spear. correl = 0.0144
RMSE = 0.0874
Likelihood = -0.0348

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00838
Spear. correl = 0.011
RMSE = 0.0828
Likelihood = -0.0324

Metric: CNN


Prediction map
Pear. correl = 0.000712
Spear. correl = 0.000877
RMSE = 0.000243
Likelihood = -8.02e-06

i08: lev=92 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00157
Spear. correl = 0.00179
RMSE = 0.358
Likelihood = -0.176

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0137
Spear. correl = 0.0137
RMSE = 0.416
Likelihood = -0.21

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00194
Spear. correl = 0.00045
RMSE = 0.33
Likelihood = -0.154

Metric: T-SSIM


Prediction map
Pear. correl = 0.0154
Spear. correl = 0.0146
RMSE = 0.333
Likelihood = -0.157

Metric: T-FSIM


Prediction map
Pear. correl = 0.0047
Spear. correl = 0.00289
RMSE = 0.409
Likelihood = -0.198

Metric: T-VSI


Prediction map
Pear. correl = 0.00351
Spear. correl = 0.00232
RMSE = 0.427
Likelihood = -0.219

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0127
Spear. correl = 0.0151
RMSE = 0.165
Likelihood = -0.0669

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0111
Spear. correl = 0.0154
RMSE = 0.295
Likelihood = -0.128

Metric: CNN


Prediction map
Pear. correl = 0.00397
Spear. correl = 0.00397
RMSE = 0.0354
Likelihood = -0.00749

i08: lev=102 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00787
Spear. correl = 0.00903
RMSE = 0.395
Likelihood = -0.199

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0121
Spear. correl = 0.0127
RMSE = 0.342
Likelihood = -0.161

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00408
Spear. correl = 0.00338
RMSE = 0.304
Likelihood = -0.135

Metric: T-SSIM


Prediction map
Pear. correl = 0.0155
Spear. correl = 0.0148
RMSE = 0.38
Likelihood = -0.185

Metric: T-FSIM


Prediction map
Pear. correl = 0.00899
Spear. correl = 0.0113
RMSE = 0.221
Likelihood = -0.0842

Metric: T-VSI


Prediction map
Pear. correl = 0.016
Spear. correl = 0.0156
RMSE = 0.293
Likelihood = -0.132

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0284
Spear. correl = 0.0154
RMSE = 0.121
Likelihood = -0.0516

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.017
Spear. correl = 0.0155
RMSE = 0.13
Likelihood = -0.0547

Metric: CNN


Prediction map
Pear. correl = 0.0022
Spear. correl = 0.00275
RMSE = 0.00297
Likelihood = -0.000295

i08: lev=112 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0087
Spear. correl = 0.00994
RMSE = 0.401
Likelihood = -0.204

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0125
Spear. correl = 0.013
RMSE = 0.308
Likelihood = -0.142

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00744
Spear. correl = 0.00933
RMSE = 0.289
Likelihood = -0.126

Metric: T-SSIM


Prediction map
Pear. correl = 0.0155
Spear. correl = 0.0146
RMSE = 0.4
Likelihood = -0.199

Metric: T-FSIM


Prediction map
Pear. correl = 0.0116
Spear. correl = 0.0154
RMSE = 0.31
Likelihood = -0.132

Metric: T-VSI


Prediction map
Pear. correl = 0.013
Spear. correl = 0.015
RMSE = 0.345
Likelihood = -0.161

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0197
Spear. correl = 0.0155
RMSE = 0.172
Likelihood = -0.0737

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.014
Spear. correl = 0.0153
RMSE = 0.219
Likelihood = -0.0949

Metric: CNN


Prediction map
Pear. correl = -0.0311
Spear. correl = -0.0153
RMSE = 0.0559
Likelihood = -0.015

i08: lev=203 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00581
Spear. correl = 0.00703
RMSE = 0.508
Likelihood = -0.285

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00893
Spear. correl = 0.00988
RMSE = 0.394
Likelihood = -0.199

Metric: T-sCIELab


Prediction map
Pear. correl = 0.000129
Spear. correl = -0.00342
RMSE = 0.252
Likelihood = -0.109

Metric: T-SSIM


Prediction map
Pear. correl = 0.0117
Spear. correl = 0.0122
RMSE = 0.56
Likelihood = -0.332

Metric: T-FSIM


Prediction map
Pear. correl = 0.0084
Spear. correl = 0.00884
RMSE = 0.35
Likelihood = -0.157

Metric: T-VSI


Prediction map
Pear. correl = 0.00629
Spear. correl = 0.00628
RMSE = 0.368
Likelihood = -0.176

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.024
Spear. correl = 0.0151
RMSE = 0.23
Likelihood = -0.104

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0158
Spear. correl = 0.0151
RMSE = 0.26
Likelihood = -0.119

Metric: CNN


Prediction map
Pear. correl = -0.0442
Spear. correl = -0.0179
RMSE = 0.0123
Likelihood = -0.00177

i08: lev=221 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00161
Spear. correl = -0.00372
RMSE = 0.295
Likelihood = -0.139

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00929
Spear. correl = 0.0106
RMSE = 0.329
Likelihood = -0.154

Metric: T-sCIELab


Prediction map
Pear. correl = -0.000807
Spear. correl = -0.00583
RMSE = 0.253
Likelihood = -0.0976

Metric: T-SSIM


Prediction map
Pear. correl = 0.00563
Spear. correl = 0.00643
RMSE = 0.223
Likelihood = -0.0935

Metric: T-FSIM


Prediction map
Pear. correl = 0.00735
Spear. correl = 0.0127
RMSE = 0.169
Likelihood = -0.0544

Metric: T-VSI


Prediction map
Pear. correl = 0.00447
Spear. correl = 0.00349
RMSE = 0.212
Likelihood = -0.0834

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0108
Spear. correl = 0.0142
RMSE = 0.0736
Likelihood = -0.0268

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0105
Spear. correl = 0.013
RMSE = 0.058
Likelihood = -0.022

Metric: CNN


Prediction map
Pear. correl = 0.00213
Spear. correl = 0.0032
RMSE = 0.00353
Likelihood = -0.00034

i09: lev=22 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00371
Spear. correl = 0.00483
RMSE = 0.14
Likelihood = -0.061

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00601
Spear. correl = -0.00731
RMSE = 0.376
Likelihood = -0.19

Metric: T-sCIELab


Prediction map
Pear. correl = -0.015
Spear. correl = -0.0137
RMSE = 0.154
Likelihood = -0.0637

Metric: T-SSIM


Prediction map
Pear. correl = 0.00305
Spear. correl = 0.00243
RMSE = 0.0255
Likelihood = -0.00967

Metric: T-FSIM


Prediction map
Pear. correl = 0.0117
Spear. correl = 0.0156
RMSE = 0.182
Likelihood = -0.068

Metric: T-VSI


Prediction map
Pear. correl = 0.0114
Spear. correl = 0.0149
RMSE = 0.324
Likelihood = -0.143

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.014
Spear. correl = 0.0149
RMSE = 0.0981
Likelihood = -0.0389

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00968
Spear. correl = 0.012
RMSE = 0.132
Likelihood = -0.0501

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i09: lev=41 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0194
Spear. correl = -0.0143
RMSE = 0.175
Likelihood = -0.061

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0246
Spear. correl = -0.0153
RMSE = 0.254
Likelihood = -0.0956

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0316
Spear. correl = -0.0151
RMSE = 0.0689
Likelihood = -0.014

Metric: T-SSIM


Prediction map
Pear. correl = 0.00252
Spear. correl = -0.00492
RMSE = 0.154
Likelihood = -0.0364

Metric: T-FSIM


Prediction map
Pear. correl = 0.0049
Spear. correl = 0.00675
RMSE = 0.0466
Likelihood = -0.0119

Metric: T-VSI


Prediction map
Pear. correl = -0.0218
Spear. correl = -0.0146
RMSE = 0.0566
Likelihood = -0.0139

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00329
Spear. correl = 0.00113
RMSE = 0.0455
Likelihood = -0.0141

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00232
Spear. correl = -0.000199
RMSE = 0.0323
Likelihood = -0.00973

Metric: CNN


Prediction map
Pear. correl = -0.0207
Spear. correl = -0.0266
RMSE = 0.00645
Likelihood = -0.000452

i09: lev=51 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00291
Spear. correl = 0.00349
RMSE = 0.192
Likelihood = -0.0862

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00649
Spear. correl = -0.00814
RMSE = 0.287
Likelihood = -0.136

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0159
Spear. correl = -0.0139
RMSE = 0.0648
Likelihood = -0.025

Metric: T-SSIM


Prediction map
Pear. correl = -0.0091
Spear. correl = -0.0109
RMSE = 0.0771
Likelihood = -0.0312

Metric: T-FSIM


Prediction map
Pear. correl = 0.0113
Spear. correl = 0.0153
RMSE = 0.148
Likelihood = -0.0534

Metric: T-VSI


Prediction map
Pear. correl = 0.00921
Spear. correl = 0.0121
RMSE = 0.182
Likelihood = -0.0666

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0153
Spear. correl = 0.0148
RMSE = 0.0931
Likelihood = -0.0375

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.011
Spear. correl = 0.0143
RMSE = 0.0859
Likelihood = -0.0332

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i09: lev=92 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00815
Spear. correl = 0.0103
RMSE = 0.186
Likelihood = -0.0771

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00346
Spear. correl = 4.83e-05
RMSE = 0.2
Likelihood = -0.0795

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00761
Spear. correl = 0.00929
RMSE = 0.188
Likelihood = -0.0751

Metric: T-SSIM


Prediction map
Pear. correl = 0.00459
Spear. correl = 0.000219
RMSE = 0.138
Likelihood = -0.0407

Metric: T-FSIM


Prediction map
Pear. correl = 0.0113
Spear. correl = 0.0146
RMSE = 0.325
Likelihood = -0.143

Metric: T-VSI


Prediction map
Pear. correl = 0.0121
Spear. correl = 0.0154
RMSE = 0.358
Likelihood = -0.165

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0215
Spear. correl = 0.0153
RMSE = 0.163
Likelihood = -0.0701

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0196
Spear. correl = 0.0156
RMSE = 0.284
Likelihood = -0.13

Metric: CNN


Prediction map
Pear. correl = 0.00218
Spear. correl = 0.00882
RMSE = 0.102
Likelihood = -0.0142

i09: lev=105 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00331
Spear. correl = -0.00343
RMSE = 0.596
Likelihood = -0.374

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0139
Spear. correl = 0.0144
RMSE = 0.508
Likelihood = -0.285

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00618
Spear. correl = 0.00776
RMSE = 0.214
Likelihood = -0.0831

Metric: T-SSIM


Prediction map
Pear. correl = -0.00605
Spear. correl = -0.00522
RMSE = 0.515
Likelihood = -0.307

Metric: T-FSIM


Prediction map
Pear. correl = 0.0139
Spear. correl = 0.0125
RMSE = 0.387
Likelihood = -0.174

Metric: T-VSI


Prediction map
Pear. correl = 0.0255
Spear. correl = 0.0155
RMSE = 0.305
Likelihood = -0.119

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.047
Spear. correl = 0.0154
RMSE = 0.155
Likelihood = -0.0436

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0198
Spear. correl = 0.014
RMSE = 0.112
Likelihood = -0.0303

Metric: CNN


Prediction map
Pear. correl = -0.0023
Spear. correl = -0.00447
RMSE = 0.0217
Likelihood = -0.00232

i09: lev=111 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00177
Spear. correl = -0.00498
RMSE = 0.209
Likelihood = -0.0863

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00366
Spear. correl = -0.00639
RMSE = 0.156
Likelihood = -0.0613

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00132
Spear. correl = -0.00544
RMSE = 0.17
Likelihood = -0.0653

Metric: T-SSIM


Prediction map
Pear. correl = 0.00549
Spear. correl = 0.00182
RMSE = 0.193
Likelihood = -0.0583

Metric: T-FSIM


Prediction map
Pear. correl = 0.013
Spear. correl = 0.0155
RMSE = 0.268
Likelihood = -0.112

Metric: T-VSI


Prediction map
Pear. correl = 0.0129
Spear. correl = 0.0156
RMSE = 0.307
Likelihood = -0.134

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0257
Spear. correl = 0.0155
RMSE = 0.176
Likelihood = -0.0769

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0225
Spear. correl = 0.0156
RMSE = 0.236
Likelihood = -0.106

Metric: CNN


Prediction map
Pear. correl = 0.00824
Spear. correl = 0.0125
RMSE = 0.0707
Likelihood = -0.0211

i09: lev=114 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00414
Spear. correl = -0.00498
RMSE = 0.663
Likelihood = -0.455

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.005
Spear. correl = -0.00691
RMSE = 0.713
Likelihood = -0.518

Metric: T-sCIELab


Prediction map
Pear. correl = 0.000571
Spear. correl = 0.000502
RMSE = 0.532
Likelihood = -0.306

Metric: T-SSIM


Prediction map
Pear. correl = 0.00165
Spear. correl = 0.00126
RMSE = 0.64
Likelihood = -0.474

Metric: T-FSIM


Prediction map
Pear. correl = 0.0158
Spear. correl = 0.0131
RMSE = 0.407
Likelihood = -0.19

Metric: T-VSI


Prediction map
Pear. correl = 0.0144
Spear. correl = 0.0121
RMSE = 0.394
Likelihood = -0.176

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0218
Spear. correl = 0.0156
RMSE = 0.338
Likelihood = -0.136

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0448
Spear. correl = 0.0156
RMSE = 0.109
Likelihood = -0.0286

Metric: CNN


Prediction map
Pear. correl = -0.00213
Spear. correl = 0.0098
RMSE = 0.102
Likelihood = -0.0145

i09: lev=115 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.015
Spear. correl = -0.0137
RMSE = 0.6
Likelihood = -0.379

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0123
Spear. correl = -0.0126
RMSE = 0.55
Likelihood = -0.325

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00675
Spear. correl = -0.0076
RMSE = 0.265
Likelihood = -0.106

Metric: T-SSIM


Prediction map
Pear. correl = -0.00128
Spear. correl = 0.000748
RMSE = 0.567
Likelihood = -0.369

Metric: T-FSIM


Prediction map
Pear. correl = 0.0013
Spear. correl = 0.0062
RMSE = 0.313
Likelihood = -0.118

Metric: T-VSI


Prediction map
Pear. correl = 0.00331
Spear. correl = 0.00671
RMSE = 0.358
Likelihood = -0.145

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0398
Spear. correl = 0.0162
RMSE = 0.173
Likelihood = -0.0439

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0138
Spear. correl = 0.0142
RMSE = 0.0588
Likelihood = -0.00985

Metric: CNN


Prediction map
Pear. correl = -0.00217
Spear. correl = -0.00421
RMSE = 0.0387
Likelihood = -0.00408

i09: lev=162 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.000725
Spear. correl = -0.00113
RMSE = 0.486
Likelihood = -0.269

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0098
Spear. correl = -0.0102
RMSE = 0.208
Likelihood = -0.0949

Metric: T-sCIELab


Prediction map
Pear. correl = -0.000436
Spear. correl = -0.00636
RMSE = 0.548
Likelihood = -0.321

Metric: T-SSIM


Prediction map
Pear. correl = 0.00458
Spear. correl = 0.00308
RMSE = 0.635
Likelihood = -0.432

Metric: T-FSIM


Prediction map
Pear. correl = -0.0334
Spear. correl = -0.0339
RMSE = 0.0164
Likelihood = -0.00126

Metric: T-VSI


Prediction map
Pear. correl = -0.0313
Spear. correl = -0.0171
RMSE = 0.0123
Likelihood = -0.00143

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0446
Spear. correl = 0.0153
RMSE = 0.84
Likelihood = -0.724

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.0182
Spear. correl = -0.0134
RMSE = 0.253
Likelihood = -0.0839

Metric: CNN


Prediction map
Pear. correl = 0.00131
Spear. correl = 0.00162
RMSE = 0.000939
Likelihood = -5.67e-05

i09: lev=164 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.000988
Spear. correl = -0.00205
RMSE = 0.868
Likelihood = -0.758

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0112
Spear. correl = -0.0118
RMSE = 0.539
Likelihood = -0.312

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00237
Spear. correl = -0.00575
RMSE = 0.952
Likelihood = -1.03

Metric: T-SSIM


Prediction map
Pear. correl = 0.000811
Spear. correl = 0.00264
RMSE = 0.973
Likelihood = -1.14

Metric: T-FSIM


Prediction map
Pear. correl = -0.0329
Spear. correl = -0.0231
RMSE = 0.0832
Likelihood = -0.0104

Metric: T-VSI


Prediction map
Pear. correl = -0.0307
Spear. correl = -0.0152
RMSE = 0.0813
Likelihood = -0.0157

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0553
Spear. correl = 0.0479
RMSE = 0.981
Likelihood = -1.24

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.0119
Spear. correl = -0.00953
RMSE = 0.583
Likelihood = -0.404

Metric: CNN


Prediction map
Pear. correl = 0.00265
Spear. correl = -0.00968
RMSE = 0.13
Likelihood = -0.0222

i09: lev=202 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0107
Spear. correl = 0.0137
RMSE = 0.283
Likelihood = -0.128

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00812
Spear. correl = 0.0104
RMSE = 0.211
Likelihood = -0.0914

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00434
Spear. correl = 0.00448
RMSE = 0.177
Likelihood = -0.0738

Metric: T-SSIM


Prediction map
Pear. correl = 0.00621
Spear. correl = 0.00567
RMSE = 0.306
Likelihood = -0.125

Metric: T-FSIM


Prediction map
Pear. correl = 0.0143
Spear. correl = 0.0156
RMSE = 0.324
Likelihood = -0.144

Metric: T-VSI


Prediction map
Pear. correl = 0.0141
Spear. correl = 0.0156
RMSE = 0.36
Likelihood = -0.167

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0297
Spear. correl = 0.0155
RMSE = 0.231
Likelihood = -0.105

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0253
Spear. correl = 0.0156
RMSE = 0.358
Likelihood = -0.177

Metric: CNN


Prediction map
Pear. correl = -0.00177
Spear. correl = -0.011
RMSE = 0.0676
Likelihood = -0.0112

i09: lev=215 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00398
Spear. correl = 0.00395
RMSE = 0.487
Likelihood = -0.267

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00208
Spear. correl = -0.0021
RMSE = 0.406
Likelihood = -0.209

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0037
Spear. correl = -0.00296
RMSE = 0.348
Likelihood = -0.156

Metric: T-SSIM


Prediction map
Pear. correl = -0.0024
Spear. correl = -0.00109
RMSE = 0.291
Likelihood = -0.119

Metric: T-FSIM


Prediction map
Pear. correl = 0.0269
Spear. correl = 0.0151
RMSE = 0.227
Likelihood = -0.0818

Metric: T-VSI


Prediction map
Pear. correl = 0.0257
Spear. correl = 0.0148
RMSE = 0.167
Likelihood = -0.0518

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0423
Spear. correl = 0.0155
RMSE = 0.183
Likelihood = -0.0581

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0951
Spear. correl = 0.0157
RMSE = 0.0273
Likelihood = -0.00703

Metric: CNN


Prediction map
Pear. correl = -0.00156
Spear. correl = -0.00321
RMSE = 0.0413
Likelihood = -0.00333

i09: lev=221 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00919
Spear. correl = 0.0129
RMSE = 0.196
Likelihood = -0.0825

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00442
Spear. correl = 0.00347
RMSE = 0.181
Likelihood = -0.0729

Metric: T-sCIELab


Prediction map
Pear. correl = 0.000228
Spear. correl = -0.00609
RMSE = 0.149
Likelihood = -0.049

Metric: T-SSIM


Prediction map
Pear. correl = 0.0058
Spear. correl = 0.00968
RMSE = 0.158
Likelihood = -0.0466

Metric: T-FSIM


Prediction map
Pear. correl = 0.00903
Spear. correl = 0.0155
RMSE = 0.197
Likelihood = -0.0699

Metric: T-VSI


Prediction map
Pear. correl = 0.00929
Spear. correl = 0.0156
RMSE = 0.234
Likelihood = -0.0879

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0109
Spear. correl = 0.0153
RMSE = 0.13
Likelihood = -0.0472

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0106
Spear. correl = 0.0156
RMSE = 0.106
Likelihood = -0.0381

Metric: CNN


Prediction map
Pear. correl = 0.00147
Spear. correl = 0.00316
RMSE = 0.012
Likelihood = -0.000832

i09: lev=244 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00258
Spear. correl = -0.00455
RMSE = 0.678
Likelihood = -0.47

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00244
Spear. correl = -0.00473
RMSE = 0.7
Likelihood = -0.498

Metric: T-sCIELab


Prediction map
Pear. correl = -0.000306
Spear. correl = -0.000679
RMSE = 0.519
Likelihood = -0.293

Metric: T-SSIM


Prediction map
Pear. correl = 0.00836
Spear. correl = 0.00671
RMSE = 0.662
Likelihood = -0.492

Metric: T-FSIM


Prediction map
Pear. correl = 0.0206
Spear. correl = 0.0154
RMSE = 0.401
Likelihood = -0.186

Metric: T-VSI


Prediction map
Pear. correl = 0.0221
Spear. correl = 0.0154
RMSE = 0.37
Likelihood = -0.16

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.026
Spear. correl = 0.0155
RMSE = 0.324
Likelihood = -0.132

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0711
Spear. correl = 0.0156
RMSE = 0.0943
Likelihood = -0.0265

Metric: CNN


Prediction map
Pear. correl = -0.0017
Spear. correl = -0.00446
RMSE = 0.0403
Likelihood = -0.00349

i09: lev=245 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00695
Spear. correl = -0.00798
RMSE = 0.585
Likelihood = -0.361

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00183
Spear. correl = -0.00352
RMSE = 0.599
Likelihood = -0.373

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00072
Spear. correl = 0.00257
RMSE = 0.343
Likelihood = -0.149

Metric: T-SSIM


Prediction map
Pear. correl = 0.00722
Spear. correl = 0.00681
RMSE = 0.538
Likelihood = -0.326

Metric: T-FSIM


Prediction map
Pear. correl = 0.0166
Spear. correl = 0.0129
RMSE = 0.324
Likelihood = -0.126

Metric: T-VSI


Prediction map
Pear. correl = 0.0162
Spear. correl = 0.0127
RMSE = 0.318
Likelihood = -0.119

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0418
Spear. correl = 0.0164
RMSE = 0.167
Likelihood = -0.0419

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0886
Spear. correl = 0.016
RMSE = 0.0211
Likelihood = -0.00374

Metric: CNN


Prediction map
Pear. correl = -0.0012
Spear. correl = -0.00324
RMSE = 0.0169
Likelihood = -0.000993

i10: lev=41 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0116
Spear. correl = -0.012
RMSE = 0.176
Likelihood = -0.0652

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0187
Spear. correl = -0.0142
RMSE = 0.259
Likelihood = -0.104

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0143
Spear. correl = -0.014
RMSE = 0.0718
Likelihood = -0.015

Metric: T-SSIM


Prediction map
Pear. correl = 0.00433
Spear. correl = 0.000668
RMSE = 0.145
Likelihood = -0.0342

Metric: T-FSIM


Prediction map
Pear. correl = 0.00262
Spear. correl = 9.28e-05
RMSE = 0.0607
Likelihood = -0.0151

Metric: T-VSI


Prediction map
Pear. correl = -0.0056
Spear. correl = -0.0116
RMSE = 0.0674
Likelihood = -0.0168

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00695
Spear. correl = 0.00695
RMSE = 0.0526
Likelihood = -0.0171

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00627
Spear. correl = 0.00682
RMSE = 0.0338
Likelihood = -0.0103

Metric: CNN


Prediction map
Pear. correl = -0.0152
Spear. correl = -0.0219
RMSE = 0.0141
Likelihood = -0.0013

i10: lev=51 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00257
Spear. correl = 0.00311
RMSE = 0.191
Likelihood = -0.0856

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00475
Spear. correl = -0.00649
RMSE = 0.297
Likelihood = -0.142

Metric: T-sCIELab


Prediction map
Pear. correl = -0.013
Spear. correl = -0.0135
RMSE = 0.0658
Likelihood = -0.0249

Metric: T-SSIM


Prediction map
Pear. correl = -0.00907
Spear. correl = -0.0109
RMSE = 0.0771
Likelihood = -0.0311

Metric: T-FSIM


Prediction map
Pear. correl = 0.0106
Spear. correl = 0.0139
RMSE = 0.139
Likelihood = -0.0502

Metric: T-VSI


Prediction map
Pear. correl = 0.00758
Spear. correl = 0.00882
RMSE = 0.167
Likelihood = -0.0606

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0174
Spear. correl = 0.0147
RMSE = 0.0897
Likelihood = -0.037

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00658
Spear. correl = 0.00723
RMSE = 0.0799
Likelihood = -0.0309

Metric: CNN


Prediction map
Pear. correl = 0.000872
Spear. correl = 0.000996
RMSE = 0.000428
Likelihood = -1.73e-05

i10: lev=52 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00132
Spear. correl = 0.00155
RMSE = 0.254
Likelihood = -0.119

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00334
Spear. correl = -0.00442
RMSE = 0.39
Likelihood = -0.2

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0127
Spear. correl = -0.0133
RMSE = 0.1
Likelihood = -0.0391

Metric: T-SSIM


Prediction map
Pear. correl = -0.00922
Spear. correl = -0.0108
RMSE = 0.184
Likelihood = -0.0806

Metric: T-FSIM


Prediction map
Pear. correl = 0.0112
Spear. correl = 0.0139
RMSE = 0.223
Likelihood = -0.0881

Metric: T-VSI


Prediction map
Pear. correl = 0.00797
Spear. correl = 0.00888
RMSE = 0.273
Likelihood = -0.112

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.019
Spear. correl = 0.015
RMSE = 0.152
Likelihood = -0.0655

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00727
Spear. correl = 0.00867
RMSE = 0.158
Likelihood = -0.0647

Metric: CNN


Prediction map
Pear. correl = 0.00101
Spear. correl = 0.00116
RMSE = 0.000583
Likelihood = -2.73e-05

i10: lev=81 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0262
Spear. correl = -0.0149
RMSE = 0.121
Likelihood = -0.0413

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0331
Spear. correl = -0.0153
RMSE = 0.0562
Likelihood = -0.0186

Metric: T-sCIELab


Prediction map
Pear. correl = -0.044
Spear. correl = -0.0155
RMSE = 0.0691
Likelihood = -0.0164

Metric: T-SSIM


Prediction map
Pear. correl = 0.00308
Spear. correl = 0.00819
RMSE = 0.0797
Likelihood = -0.0125

Metric: T-FSIM


Prediction map
Pear. correl = -0.00272
Spear. correl = -0.00864
RMSE = 0.113
Likelihood = -0.0335

Metric: T-VSI


Prediction map
Pear. correl = 0.00154
Spear. correl = -0.0035
RMSE = 0.107
Likelihood = -0.0292

Metric: T-Butteraugli


Prediction map
Pear. correl = -0.0131
Spear. correl = -0.0133
RMSE = 0.0304
Likelihood = -0.0109

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.0224
Spear. correl = -0.0147
RMSE = 0.0723
Likelihood = -0.0199

Metric: CNN


Prediction map
Pear. correl = -0.126
Spear. correl = -0.0156
RMSE = 0.0535
Likelihood = -0.015

i10: lev=91 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00075
Spear. correl = -0.00148
RMSE = 0.155
Likelihood = -0.0657

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.002
Spear. correl = -0.000665
RMSE = 0.171
Likelihood = -0.0693

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00508
Spear. correl = -0.00924
RMSE = 0.142
Likelihood = -0.0547

Metric: T-SSIM


Prediction map
Pear. correl = 0.00416
Spear. correl = 0.00111
RMSE = 0.0736
Likelihood = -0.0209

Metric: T-FSIM


Prediction map
Pear. correl = 0.00523
Spear. correl = 0.00514
RMSE = 0.271
Likelihood = -0.114

Metric: T-VSI


Prediction map
Pear. correl = 0.00845
Spear. correl = 0.0109
RMSE = 0.297
Likelihood = -0.128

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0205
Spear. correl = 0.0151
RMSE = 0.125
Likelihood = -0.0528

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0138
Spear. correl = 0.0148
RMSE = 0.182
Likelihood = -0.0776

Metric: CNN


Prediction map
Pear. correl = 0.00252
Spear. correl = 0.00325
RMSE = 0.00171
Likelihood = -0.000192

i10: lev=115 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0106
Spear. correl = -0.0109
RMSE = 0.572
Likelihood = -0.348

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00403
Spear. correl = -0.00514
RMSE = 0.53
Likelihood = -0.308

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00301
Spear. correl = -0.00108
RMSE = 0.274
Likelihood = -0.109

Metric: T-SSIM


Prediction map
Pear. correl = 0.00916
Spear. correl = 0.00881
RMSE = 0.519
Likelihood = -0.304

Metric: T-FSIM


Prediction map
Pear. correl = -0.000276
Spear. correl = 0.00668
RMSE = 0.161
Likelihood = -0.0421

Metric: T-VSI


Prediction map
Pear. correl = 0.00731
Spear. correl = 0.00887
RMSE = 0.313
Likelihood = -0.116

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.05
Spear. correl = 0.0169
RMSE = 0.136
Likelihood = -0.027

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0534
Spear. correl = 0.017
RMSE = 0.0182
Likelihood = -0.00281

Metric: CNN


Prediction map
Pear. correl = 0.00389
Spear. correl = 0.026
RMSE = 0.0153
Likelihood = -0.00111

i10: lev=162 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00143
Spear. correl = -0.00185
RMSE = 0.481
Likelihood = -0.264

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00887
Spear. correl = -0.0092
RMSE = 0.217
Likelihood = -0.0995

Metric: T-sCIELab


Prediction map
Pear. correl = -0.000651
Spear. correl = -0.00725
RMSE = 0.549
Likelihood = -0.322

Metric: T-SSIM


Prediction map
Pear. correl = -0.00199
Spear. correl = -0.00344
RMSE = 0.64
Likelihood = -0.436

Metric: T-FSIM


Prediction map
Pear. correl = -0.011
Spear. correl = -0.0247
RMSE = 0.0551
Likelihood = -0.00492

Metric: T-VSI


Prediction map
Pear. correl = -0.00802
Spear. correl = -0.0166
RMSE = 0.0499
Likelihood = -0.00469

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.04
Spear. correl = 0.0151
RMSE = 0.846
Likelihood = -0.737

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.0271
Spear. correl = -0.0151
RMSE = 0.271
Likelihood = -0.0937

Metric: CNN


Prediction map
Pear. correl = 0.00229
Spear. correl = 0.0043
RMSE = 0.02
Likelihood = -0.00212

i10: lev=201 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00156
Spear. correl = -0.00031
RMSE = 0.222
Likelihood = -0.0985

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00106
Spear. correl = -0.0043
RMSE = 0.166
Likelihood = -0.0718

Metric: T-sCIELab


Prediction map
Pear. correl = -0.002
Spear. correl = -0.00721
RMSE = 0.0929
Likelihood = -0.0361

Metric: T-SSIM


Prediction map
Pear. correl = 0.00722
Spear. correl = 0.0116
RMSE = 0.164
Likelihood = -0.0584

Metric: T-FSIM


Prediction map
Pear. correl = 0.0134
Spear. correl = 0.0153
RMSE = 0.211
Likelihood = -0.085

Metric: T-VSI


Prediction map
Pear. correl = 0.0121
Spear. correl = 0.0151
RMSE = 0.237
Likelihood = -0.0959

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0351
Spear. correl = 0.0151
RMSE = 0.137
Likelihood = -0.0595

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0134
Spear. correl = 0.0142
RMSE = 0.14
Likelihood = -0.0591

Metric: CNN


Prediction map
Pear. correl = 0.000856
Spear. correl = 0.000996
RMSE = 0.000305
Likelihood = -1.21e-05

i10: lev=221 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0137
Spear. correl = 0.0154
RMSE = 0.192
Likelihood = -0.0815

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00638
Spear. correl = 0.00814
RMSE = 0.188
Likelihood = -0.0783

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0022
Spear. correl = -0.00119
RMSE = 0.151
Likelihood = -0.052

Metric: T-SSIM


Prediction map
Pear. correl = 0.00599
Spear. correl = 0.0111
RMSE = 0.156
Likelihood = -0.046

Metric: T-FSIM


Prediction map
Pear. correl = 0.00889
Spear. correl = 0.0144
RMSE = 0.18
Likelihood = -0.0643

Metric: T-VSI


Prediction map
Pear. correl = 0.00896
Spear. correl = 0.0151
RMSE = 0.209
Likelihood = -0.0767

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.013
Spear. correl = 0.0156
RMSE = 0.115
Likelihood = -0.0438

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0114
Spear. correl = 0.015
RMSE = 0.0841
Likelihood = -0.0322

Metric: CNN


Prediction map
Pear. correl = 0.00169
Spear. correl = 0.00306
RMSE = 0.0165
Likelihood = -0.00131

i10: lev=235 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0111
Spear. correl = -0.0112
RMSE = 0.66
Likelihood = -0.454

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00232
Spear. correl = -0.00402
RMSE = 0.65
Likelihood = -0.44

Metric: T-sCIELab


Prediction map
Pear. correl = -0.000727
Spear. correl = 0.000125
RMSE = 0.494
Likelihood = -0.267

Metric: T-SSIM


Prediction map
Pear. correl = 0.00227
Spear. correl = 0.00133
RMSE = 0.652
Likelihood = -0.497

Metric: T-FSIM


Prediction map
Pear. correl = 0.00123
Spear. correl = 0.00668
RMSE = 0.247
Likelihood = -0.0827

Metric: T-VSI


Prediction map
Pear. correl = 0.00635
Spear. correl = 0.00841
RMSE = 0.354
Likelihood = -0.142

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0227
Spear. correl = 0.0156
RMSE = 0.301
Likelihood = -0.104

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0213
Spear. correl = 0.0142
RMSE = 0.115
Likelihood = -0.0254

Metric: CNN


Prediction map
Pear. correl = 0.0417
Spear. correl = 0.0203
RMSE = 0.107
Likelihood = -0.0157

i10: lev=244 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0033
Spear. correl = -0.00509
RMSE = 0.654
Likelihood = -0.439

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00466
Spear. correl = -0.0074
RMSE = 0.703
Likelihood = -0.499

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0062
Spear. correl = -0.00725
RMSE = 0.515
Likelihood = -0.288

Metric: T-SSIM


Prediction map
Pear. correl = 0.00105
Spear. correl = 0.000426
RMSE = 0.622
Likelihood = -0.431

Metric: T-FSIM


Prediction map
Pear. correl = 0.0086
Spear. correl = 0.00981
RMSE = 0.32
Likelihood = -0.126

Metric: T-VSI


Prediction map
Pear. correl = 0.0081
Spear. correl = 0.00951
RMSE = 0.309
Likelihood = -0.117

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0299
Spear. correl = 0.0156
RMSE = 0.261
Likelihood = -0.0916

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0399
Spear. correl = 0.0152
RMSE = 0.0688
Likelihood = -0.0136

Metric: CNN


Prediction map
Pear. correl = 0.0168
Spear. correl = 0.0254
RMSE = 0.00974
Likelihood = -0.000746

i10: lev=245 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00286
Spear. correl = 0.0026
RMSE = 0.569
Likelihood = -0.343

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00838
Spear. correl = -0.0103
RMSE = 0.616
Likelihood = -0.391

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00561
Spear. correl = -0.00514
RMSE = 0.353
Likelihood = -0.157

Metric: T-SSIM


Prediction map
Pear. correl = 0.00728
Spear. correl = 0.0072
RMSE = 0.513
Likelihood = -0.297

Metric: T-FSIM


Prediction map
Pear. correl = 0.00527
Spear. correl = 0.00969
RMSE = 0.23
Likelihood = -0.0718

Metric: T-VSI


Prediction map
Pear. correl = 0.0125
Spear. correl = 0.0117
RMSE = 0.273
Likelihood = -0.0914

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0464
Spear. correl = 0.0171
RMSE = 0.148
Likelihood = -0.0328

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.119
Spear. correl = 0.0173
RMSE = 0.0156
Likelihood = -0.00263

Metric: CNN


Prediction map
Pear. correl = 0.0169
Spear. correl = 0.019
RMSE = 0.0442
Likelihood = -0.00527

i11: lev=95 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0174
Spear. correl = 0.0144
RMSE = 0.381
Likelihood = -0.179

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0123
Spear. correl = 0.0121
RMSE = 0.397
Likelihood = -0.197

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0224
Spear. correl = 0.0144
RMSE = 0.194
Likelihood = -0.0575

Metric: T-SSIM


Prediction map
Pear. correl = 0.0166
Spear. correl = 0.0132
RMSE = 0.267
Likelihood = -0.0882

Metric: T-FSIM


Prediction map
Pear. correl = -0.00414
Spear. correl = -0.00973
RMSE = 0.186
Likelihood = -0.0453

Metric: T-VSI


Prediction map
Pear. correl = 0.0258
Spear. correl = 0.0149
RMSE = 0.213
Likelihood = -0.0666

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0552
Spear. correl = 0.0175
RMSE = 0.132
Likelihood = -0.0238

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.18
Spear. correl = 0.0164
RMSE = 0.0265
Likelihood = -0.00391

Metric: CNN


Prediction map
Pear. correl = 0.00307
Spear. correl = 0.0159
RMSE = 0.013
Likelihood = -0.00153

i11: lev=105 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0195
Spear. correl = 0.0148
RMSE = 0.447
Likelihood = -0.236

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0278
Spear. correl = 0.0156
RMSE = 0.346
Likelihood = -0.162

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0562
Spear. correl = 0.0157
RMSE = 0.0934
Likelihood = -0.0195

Metric: T-SSIM


Prediction map
Pear. correl = 0.0322
Spear. correl = 0.0154
RMSE = 0.248
Likelihood = -0.0877

Metric: T-FSIM


Prediction map
Pear. correl = -0.00428
Spear. correl = -0.00402
RMSE = 0.178
Likelihood = -0.0452

Metric: T-VSI


Prediction map
Pear. correl = 0.0418
Spear. correl = 0.0154
RMSE = 0.183
Likelihood = -0.0537

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0578
Spear. correl = 0.0157
RMSE = 0.13
Likelihood = -0.0269

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.109
Spear. correl = 0.0158
RMSE = 0.0382
Likelihood = -0.00774

Metric: CNN


Prediction map
Pear. correl = 0.0597
Spear. correl = 0.0353
RMSE = 0.00275
Likelihood = -0.000196

i11: lev=115 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.019
Spear. correl = 0.0151
RMSE = 0.468
Likelihood = -0.249

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0154
Spear. correl = 0.0142
RMSE = 0.518
Likelihood = -0.295

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0195
Spear. correl = 0.014
RMSE = 0.276
Likelihood = -0.102

Metric: T-SSIM


Prediction map
Pear. correl = 0.00892
Spear. correl = 0.0103
RMSE = 0.298
Likelihood = -0.11

Metric: T-FSIM


Prediction map
Pear. correl = -0.00246
Spear. correl = -0.00614
RMSE = 0.0941
Likelihood = -0.0132

Metric: T-VSI


Prediction map
Pear. correl = 0.0238
Spear. correl = 0.0145
RMSE = 0.212
Likelihood = -0.0638

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0502
Spear. correl = 0.0166
RMSE = 0.141
Likelihood = -0.028

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.1
Spear. correl = 0.0186
RMSE = 0.0149
Likelihood = -0.00208

Metric: CNN


Prediction map
Pear. correl = 0.000859
Spear. correl = 0.0161
RMSE = 0.0404
Likelihood = -0.00502

i11: lev=125 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0161
Spear. correl = 0.0155
RMSE = 0.568
Likelihood = -0.373

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0132
Spear. correl = 0.0155
RMSE = 0.674
Likelihood = -0.48

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0131
Spear. correl = 0.0144
RMSE = 0.611
Likelihood = -0.422

Metric: T-SSIM


Prediction map
Pear. correl = 0.0168
Spear. correl = 0.0141
RMSE = 0.492
Likelihood = -0.3

Metric: T-FSIM


Prediction map
Pear. correl = 0.0156
Spear. correl = 0.0118
RMSE = 0.39
Likelihood = -0.176

Metric: T-VSI


Prediction map
Pear. correl = 0.0184
Spear. correl = 0.0128
RMSE = 0.445
Likelihood = -0.246

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0194
Spear. correl = 0.0153
RMSE = 0.449
Likelihood = -0.251

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0305
Spear. correl = 0.0158
RMSE = 0.288
Likelihood = -0.101

Metric: CNN


Prediction map
Pear. correl = 0.0273
Spear. correl = 0.0157
RMSE = 0.321
Likelihood = -0.131

i11: lev=161 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00136
Spear. correl = -0.00288
RMSE = 0.419
Likelihood = -0.221

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0144
Spear. correl = -0.0148
RMSE = 0.163
Likelihood = -0.0727

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00553
Spear. correl = 0.00779
RMSE = 0.461
Likelihood = -0.25

Metric: T-SSIM


Prediction map
Pear. correl = 0.0102
Spear. correl = 0.012
RMSE = 0.718
Likelihood = -0.592

Metric: T-FSIM


Prediction map
Pear. correl = -0.015
Spear. correl = -0.042
RMSE = 0.0147
Likelihood = -0.00062

Metric: T-VSI


Prediction map
Pear. correl = -0.00566
Spear. correl = -0.0236
RMSE = 0.0164
Likelihood = -0.000728

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0321
Spear. correl = 0.0151
RMSE = 0.507
Likelihood = -0.284

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.0121
Spear. correl = -0.0125
RMSE = 0.0523
Likelihood = -0.0176

Metric: CNN


Prediction map
Pear. correl = 0.00333
Spear. correl = 0.00447
RMSE = 0.00206
Likelihood = -0.000298

i11: lev=201 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0145
Spear. correl = 0.0139
RMSE = 0.284
Likelihood = -0.13

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.016
Spear. correl = 0.014
RMSE = 0.193
Likelihood = -0.0843

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00195
Spear. correl = -0.000921
RMSE = 0.0791
Likelihood = -0.0283

Metric: T-SSIM


Prediction map
Pear. correl = 0.0119
Spear. correl = 0.0152
RMSE = 0.171
Likelihood = -0.064

Metric: T-FSIM


Prediction map
Pear. correl = 0.00635
Spear. correl = 0.00751
RMSE = 0.103
Likelihood = -0.0342

Metric: T-VSI


Prediction map
Pear. correl = 0.00837
Spear. correl = 0.0121
RMSE = 0.16
Likelihood = -0.0551

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0302
Spear. correl = 0.0156
RMSE = 0.0927
Likelihood = -0.039

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.023
Spear. correl = 0.0156
RMSE = 0.0669
Likelihood = -0.0277

Metric: CNN


Prediction map
Pear. correl = 0.00267
Spear. correl = 0.00364
RMSE = 0.00679
Likelihood = -0.000808

i11: lev=245 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0163
Spear. correl = -0.0153
RMSE = 0.486
Likelihood = -0.265

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0141
Spear. correl = -0.0138
RMSE = 0.523
Likelihood = -0.299

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00823
Spear. correl = -0.015
RMSE = 0.277
Likelihood = -0.103

Metric: T-SSIM


Prediction map
Pear. correl = -0.00469
Spear. correl = -0.000864
RMSE = 0.309
Likelihood = -0.118

Metric: T-FSIM


Prediction map
Pear. correl = -0.00342
Spear. correl = -0.00798
RMSE = 0.147
Likelihood = -0.0293

Metric: T-VSI


Prediction map
Pear. correl = 0.00395
Spear. correl = 0.00902
RMSE = 0.193
Likelihood = -0.0549

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0466
Spear. correl = 0.016
RMSE = 0.146
Likelihood = -0.0307

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0455
Spear. correl = 0.0168
RMSE = 0.0222
Likelihood = -0.00375

Metric: CNN


Prediction map
Pear. correl = 0.00399
Spear. correl = 0.0199
RMSE = 0.0236
Likelihood = -0.0023

i12: lev=21 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0109
Spear. correl = 0.0122
RMSE = 0.101
Likelihood = -0.0433

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00622
Spear. correl = 0.00778
RMSE = 0.229
Likelihood = -0.104

Metric: T-sCIELab


Prediction map
Pear. correl = -0.000221
Spear. correl = -0.00398
RMSE = 0.101
Likelihood = -0.0396

Metric: T-SSIM


Prediction map
Pear. correl = 0.00699
Spear. correl = 0.0104
RMSE = 0.00613
Likelihood = -0.00222

Metric: T-FSIM


Prediction map
Pear. correl = 0.00628
Spear. correl = 0.00737
RMSE = 0.108
Likelihood = -0.0394

Metric: T-VSI


Prediction map
Pear. correl = 0.00929
Spear. correl = 0.0121
RMSE = 0.184
Likelihood = -0.071

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0148
Spear. correl = 0.0151
RMSE = 0.0465
Likelihood = -0.0184

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0102
Spear. correl = 0.0149
RMSE = 0.0446
Likelihood = -0.0165

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i12: lev=41 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00774
Spear. correl = 0.0103
RMSE = 0.175
Likelihood = -0.0659

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00632
Spear. correl = 0.00867
RMSE = 0.216
Likelihood = -0.0817

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00324
Spear. correl = 0.00331
RMSE = 0.081
Likelihood = -0.0169

Metric: T-SSIM


Prediction map
Pear. correl = 0.00464
Spear. correl = 0.0123
RMSE = 0.16
Likelihood = -0.0383

Metric: T-FSIM


Prediction map
Pear. correl = 0.00681
Spear. correl = 0.0141
RMSE = 0.0644
Likelihood = -0.0182

Metric: T-VSI


Prediction map
Pear. correl = 0.00636
Spear. correl = 0.0147
RMSE = 0.0751
Likelihood = -0.0199

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0106
Spear. correl = 0.0152
RMSE = 0.0557
Likelihood = -0.0184

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0102
Spear. correl = 0.0154
RMSE = 0.0356
Likelihood = -0.0113

Metric: CNN


Prediction map
Pear. correl = -0.0066
Spear. correl = -0.0226
RMSE = 0.00255
Likelihood = -0.000272

i12: lev=81 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0339
Spear. correl = -0.0154
RMSE = 0.117
Likelihood = -0.0403

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0437
Spear. correl = -0.0155
RMSE = 0.0462
Likelihood = -0.0148

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0683
Spear. correl = -0.0156
RMSE = 0.069
Likelihood = -0.0157

Metric: T-SSIM


Prediction map
Pear. correl = 0.00332
Spear. correl = 0.00929
RMSE = 0.0649
Likelihood = -0.0103

Metric: T-FSIM


Prediction map
Pear. correl = -0.0285
Spear. correl = -0.0147
RMSE = 0.165
Likelihood = -0.0503

Metric: T-VSI


Prediction map
Pear. correl = -0.0314
Spear. correl = -0.0147
RMSE = 0.158
Likelihood = -0.045

Metric: T-Butteraugli


Prediction map
Pear. correl = -0.0184
Spear. correl = -0.0141
RMSE = 0.0457
Likelihood = -0.0142

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.0103
Spear. correl = -0.0122
RMSE = 0.117
Likelihood = -0.032

Metric: CNN


Prediction map
Pear. correl = -0.0659
Spear. correl = -0.0156
RMSE = 0.0876
Likelihood = -0.0161

i12: lev=91 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.011
Spear. correl = 0.0115
RMSE = 0.17
Likelihood = -0.0719

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00843
Spear. correl = 0.0109
RMSE = 0.131
Likelihood = -0.0521

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00495
Spear. correl = 0.00579
RMSE = 0.146
Likelihood = -0.0576

Metric: T-SSIM


Prediction map
Pear. correl = 0.00961
Spear. correl = 0.0129
RMSE = 0.0788
Likelihood = -0.0254

Metric: T-FSIM


Prediction map
Pear. correl = 0.0118
Spear. correl = 0.0133
RMSE = 0.365
Likelihood = -0.17

Metric: T-VSI


Prediction map
Pear. correl = 0.0129
Spear. correl = 0.0153
RMSE = 0.393
Likelihood = -0.188

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0208
Spear. correl = 0.0155
RMSE = 0.149
Likelihood = -0.0624

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0189
Spear. correl = 0.0152
RMSE = 0.223
Likelihood = -0.0972

Metric: CNN


Prediction map
Pear. correl = -0.0211
Spear. correl = -0.0144
RMSE = 0.0349
Likelihood = -0.00783

i12: lev=105 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00578
Spear. correl = 0.00704
RMSE = 0.634
Likelihood = -0.419

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00402
Spear. correl = 0.00208
RMSE = 0.564
Likelihood = -0.333

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00294
Spear. correl = 0.00716
RMSE = 0.116
Likelihood = -0.0386

Metric: T-SSIM


Prediction map
Pear. correl = 0.0111
Spear. correl = 0.011
RMSE = 0.577
Likelihood = -0.377

Metric: T-FSIM


Prediction map
Pear. correl = 0.0234
Spear. correl = 0.0144
RMSE = 0.293
Likelihood = -0.107

Metric: T-VSI


Prediction map
Pear. correl = 0.0299
Spear. correl = 0.0151
RMSE = 0.233
Likelihood = -0.0704

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0451
Spear. correl = 0.0154
RMSE = 0.159
Likelihood = -0.0392

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0478
Spear. correl = 0.0155
RMSE = 0.138
Likelihood = -0.0281

Metric: CNN


Prediction map
Pear. correl = -0.000147
Spear. correl = -0.000163
RMSE = 1.43e-05
Likelihood = -7.52e-08

i12: lev=114 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00933
Spear. correl = 0.0112
RMSE = 0.651
Likelihood = -0.434

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00577
Spear. correl = 0.00607
RMSE = 0.734
Likelihood = -0.541

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00675
Spear. correl = 0.0071
RMSE = 0.483
Likelihood = -0.257

Metric: T-SSIM


Prediction map
Pear. correl = 0.013
Spear. correl = 0.0148
RMSE = 0.627
Likelihood = -0.433

Metric: T-FSIM


Prediction map
Pear. correl = 0.021
Spear. correl = 0.0142
RMSE = 0.266
Likelihood = -0.0949

Metric: T-VSI


Prediction map
Pear. correl = 0.0253
Spear. correl = 0.0152
RMSE = 0.322
Likelihood = -0.125

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0381
Spear. correl = 0.0156
RMSE = 0.234
Likelihood = -0.0778

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0598
Spear. correl = 0.0158
RMSE = 0.125
Likelihood = -0.0226

Metric: CNN


Prediction map
Pear. correl = -0.00213
Spear. correl = -0.00405
RMSE = 0.013
Likelihood = -0.00127

i12: lev=115 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0159
Spear. correl = 0.0152
RMSE = 0.565
Likelihood = -0.339

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0103
Spear. correl = -0.00908
RMSE = 0.614
Likelihood = -0.39

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00913
Spear. correl = -0.00845
RMSE = 0.333
Likelihood = -0.136

Metric: T-SSIM


Prediction map
Pear. correl = 0.0164
Spear. correl = 0.0148
RMSE = 0.52
Likelihood = -0.306

Metric: T-FSIM


Prediction map
Pear. correl = 0.0179
Spear. correl = 0.0135
RMSE = 0.221
Likelihood = -0.0671

Metric: T-VSI


Prediction map
Pear. correl = 0.0229
Spear. correl = 0.0142
RMSE = 0.293
Likelihood = -0.105

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0385
Spear. correl = 0.0172
RMSE = 0.175
Likelihood = -0.0375

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0645
Spear. correl = 0.0169
RMSE = 0.105
Likelihood = -0.0152

Metric: CNN


Prediction map
Pear. correl = -0.00187
Spear. correl = -0.00407
RMSE = 0.0131
Likelihood = -0.00114

i12: lev=191 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0145
Spear. correl = -0.0145
RMSE = 0.197
Likelihood = -0.0861

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0139
Spear. correl = -0.0145
RMSE = 0.221
Likelihood = -0.0995

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0167
Spear. correl = -0.014
RMSE = 0.13
Likelihood = -0.0508

Metric: T-SSIM


Prediction map
Pear. correl = -0.0018
Spear. correl = -0.00202
RMSE = 0.103
Likelihood = -0.0377

Metric: T-FSIM


Prediction map
Pear. correl = 0.00322
Spear. correl = 0.0025
RMSE = 0.304
Likelihood = -0.13

Metric: T-VSI


Prediction map
Pear. correl = -0.00331
Spear. correl = -0.00517
RMSE = 0.35
Likelihood = -0.156

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00865
Spear. correl = 0.00917
RMSE = 0.13
Likelihood = -0.0516

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00501
Spear. correl = 0.00549
RMSE = 0.212
Likelihood = -0.086

Metric: CNN


Prediction map
Pear. correl = 0.00242
Spear. correl = 0.00398
RMSE = 0.00461
Likelihood = -0.0005

i12: lev=215 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00812
Spear. correl = -0.00936
RMSE = 0.441
Likelihood = -0.229

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00522
Spear. correl = 0.00607
RMSE = 0.469
Likelihood = -0.254

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00173
Spear. correl = 0.00158
RMSE = 0.228
Likelihood = -0.085

Metric: T-SSIM


Prediction map
Pear. correl = -0.0016
Spear. correl = 0.000361
RMSE = 0.261
Likelihood = -0.103

Metric: T-FSIM


Prediction map
Pear. correl = 0.0311
Spear. correl = 0.0155
RMSE = 0.267
Likelihood = -0.104

Metric: T-VSI


Prediction map
Pear. correl = 0.0384
Spear. correl = 0.0156
RMSE = 0.223
Likelihood = -0.0787

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0453
Spear. correl = 0.0153
RMSE = 0.154
Likelihood = -0.0389

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0805
Spear. correl = 0.0157
RMSE = 0.0429
Likelihood = -0.00885

Metric: CNN


Prediction map
Pear. correl = -0.00133
Spear. correl = -0.00269
RMSE = 0.0111
Likelihood = -0.000694

i12: lev=235 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0105
Spear. correl = 0.0128
RMSE = 0.705
Likelihood = -0.512

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00804
Spear. correl = 0.0135
RMSE = 0.768
Likelihood = -0.616

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0113
Spear. correl = 0.0142
RMSE = 0.636
Likelihood = -0.421

Metric: T-SSIM


Prediction map
Pear. correl = 0.0106
Spear. correl = 0.0148
RMSE = 0.7
Likelihood = -0.551

Metric: T-FSIM


Prediction map
Pear. correl = 0.0247
Spear. correl = 0.0149
RMSE = 0.318
Likelihood = -0.127

Metric: T-VSI


Prediction map
Pear. correl = 0.0267
Spear. correl = 0.0156
RMSE = 0.333
Likelihood = -0.133

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0252
Spear. correl = 0.0156
RMSE = 0.359
Likelihood = -0.155

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0414
Spear. correl = 0.0156
RMSE = 0.211
Likelihood = -0.0599

Metric: CNN


Prediction map
Pear. correl = 0.0153
Spear. correl = 0.0164
RMSE = 0.161
Likelihood = -0.031

i12: lev=244 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.000669
Spear. correl = -0.00104
RMSE = 0.655
Likelihood = -0.438

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00142
Spear. correl = -0.00287
RMSE = 0.738
Likelihood = -0.548

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00547
Spear. correl = -0.00641
RMSE = 0.497
Likelihood = -0.27

Metric: T-SSIM


Prediction map
Pear. correl = -0.00242
Spear. correl = -0.00379
RMSE = 0.63
Likelihood = -0.433

Metric: T-FSIM


Prediction map
Pear. correl = 0.0111
Spear. correl = 0.0116
RMSE = 0.29
Likelihood = -0.111

Metric: T-VSI


Prediction map
Pear. correl = 0.0117
Spear. correl = 0.0118
RMSE = 0.291
Likelihood = -0.108

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0325
Spear. correl = 0.0151
RMSE = 0.224
Likelihood = -0.0748

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0285
Spear. correl = 0.0149
RMSE = 0.0686
Likelihood = -0.013

Metric: CNN


Prediction map
Pear. correl = -0.00154
Spear. correl = -0.0029
RMSE = 0.00983
Likelihood = -0.000705

i12: lev=245 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0122
Spear. correl = -0.0115
RMSE = 0.583
Likelihood = -0.356

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00389
Spear. correl = -0.00653
RMSE = 0.654
Likelihood = -0.437

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0101
Spear. correl = -0.00973
RMSE = 0.363
Likelihood = -0.161

Metric: T-SSIM


Prediction map
Pear. correl = -0.00854
Spear. correl = -0.00756
RMSE = 0.548
Likelihood = -0.331

Metric: T-FSIM


Prediction map
Pear. correl = 0.00539
Spear. correl = 0.00985
RMSE = 0.229
Likelihood = -0.0737

Metric: T-VSI


Prediction map
Pear. correl = 0.026
Spear. correl = 0.0148
RMSE = 0.269
Likelihood = -0.093

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0439
Spear. correl = 0.0157
RMSE = 0.155
Likelihood = -0.0357

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0223
Spear. correl = 0.0152
RMSE = 0.0463
Likelihood = -0.00695

Metric: CNN


Prediction map
Pear. correl = -0.00192
Spear. correl = -0.00322
RMSE = 0.00936
Likelihood = -0.000825

i13: lev=24 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0084
Spear. correl = 0.0102
RMSE = 0.255
Likelihood = -0.119

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.001
Spear. correl = 0.00206
RMSE = 0.565
Likelihood = -0.335

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00173
Spear. correl = -0.00417
RMSE = 0.412
Likelihood = -0.21

Metric: T-SSIM


Prediction map
Pear. correl = -0.00132
Spear. correl = -0.00325
RMSE = 0.193
Likelihood = -0.0851

Metric: T-FSIM


Prediction map
Pear. correl = 0.0121
Spear. correl = 0.0155
RMSE = 0.246
Likelihood = -0.0996

Metric: T-VSI


Prediction map
Pear. correl = 0.0132
Spear. correl = 0.0147
RMSE = 0.415
Likelihood = -0.21

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0105
Spear. correl = 0.0117
RMSE = 0.139
Likelihood = -0.0571

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00973
Spear. correl = 0.0109
RMSE = 0.22
Likelihood = -0.0952

Metric: CNN


Prediction map
Pear. correl = 0.000223
Spear. correl = 0.000257
RMSE = 5.56e-05
Likelihood = -5.68e-07

i13: lev=41 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00341
Spear. correl = 0.00153
RMSE = 0.19
Likelihood = -0.0783

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0028
Spear. correl = -0.00531
RMSE = 0.265
Likelihood = -0.115

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00671
Spear. correl = -0.011
RMSE = 0.0605
Likelihood = -0.018

Metric: T-SSIM


Prediction map
Pear. correl = 0.00664
Spear. correl = 0.0142
RMSE = 0.127
Likelihood = -0.0352

Metric: T-FSIM


Prediction map
Pear. correl = 0.00762
Spear. correl = 0.0146
RMSE = 0.0348
Likelihood = -0.0105

Metric: T-VSI


Prediction map
Pear. correl = 0.00512
Spear. correl = 0.00758
RMSE = 0.0376
Likelihood = -0.011

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0142
Spear. correl = 0.0155
RMSE = 0.0223
Likelihood = -0.00832

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0122
Spear. correl = 0.0154
RMSE = 0.0253
Likelihood = -0.0091

Metric: CNN


Prediction map
Pear. correl = 0.000802
Spear. correl = 0.000936
RMSE = 0.000265
Likelihood = -9.84e-06

i13: lev=51 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00236
Spear. correl = 0.00281
RMSE = 0.19
Likelihood = -0.0852

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00923
Spear. correl = -0.0106
RMSE = 0.277
Likelihood = -0.13

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0147
Spear. correl = -0.0135
RMSE = 0.0768
Likelihood = -0.0303

Metric: T-SSIM


Prediction map
Pear. correl = -0.0107
Spear. correl = -0.0118
RMSE = 0.076
Likelihood = -0.0306

Metric: T-FSIM


Prediction map
Pear. correl = 0.00965
Spear. correl = 0.0151
RMSE = 0.0794
Likelihood = -0.0262

Metric: T-VSI


Prediction map
Pear. correl = 0.00565
Spear. correl = 0.00586
RMSE = 0.0882
Likelihood = -0.0287

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00976
Spear. correl = 0.0113
RMSE = 0.0392
Likelihood = -0.0151

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0143
Spear. correl = 0.015
RMSE = 0.0457
Likelihood = -0.0182

Metric: CNN


Prediction map
Pear. correl = 0.000218
Spear. correl = 0.000244
RMSE = 3.74e-05
Likelihood = -3.68e-07

i13: lev=95 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00433
Spear. correl = 0.00543
RMSE = 0.408
Likelihood = -0.206

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00128
Spear. correl = 0.000862
RMSE = 0.465
Likelihood = -0.25

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00171
Spear. correl = 0.000694
RMSE = 0.206
Likelihood = -0.0773

Metric: T-SSIM


Prediction map
Pear. correl = -0.00688
Spear. correl = -0.0143
RMSE = 0.163
Likelihood = -0.0485

Metric: T-FSIM


Prediction map
Pear. correl = 0.0231
Spear. correl = 0.0146
RMSE = 0.115
Likelihood = -0.0285

Metric: T-VSI


Prediction map
Pear. correl = 0.028
Spear. correl = 0.015
RMSE = 0.108
Likelihood = -0.0256

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0548
Spear. correl = 0.0174
RMSE = 0.122
Likelihood = -0.0181

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0522
Spear. correl = 0.023
RMSE = 0.0145
Likelihood = -0.00117

Metric: CNN


Prediction map
Pear. correl = -0.00229
Spear. correl = -0.00323
RMSE = 0.00151
Likelihood = -0.000155

i13: lev=102 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0162
Spear. correl = 0.0146
RMSE = 0.345
Likelihood = -0.168

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00697
Spear. correl = 0.00845
RMSE = 0.241
Likelihood = -0.109

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00413
Spear. correl = 0.00379
RMSE = 0.234
Likelihood = -0.103

Metric: T-SSIM


Prediction map
Pear. correl = 0.0161
Spear. correl = 0.015
RMSE = 0.413
Likelihood = -0.208

Metric: T-FSIM


Prediction map
Pear. correl = 0.00987
Spear. correl = 0.0123
RMSE = 0.22
Likelihood = -0.0889

Metric: T-VSI


Prediction map
Pear. correl = 0.00851
Spear. correl = 0.0106
RMSE = 0.247
Likelihood = -0.102

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0339
Spear. correl = 0.0154
RMSE = 0.147
Likelihood = -0.0642

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0273
Spear. correl = 0.0154
RMSE = 0.218
Likelihood = -0.0985

Metric: CNN


Prediction map
Pear. correl = 0.000389
Spear. correl = 0.000468
RMSE = 0.000238
Likelihood = -4.3e-06

i13: lev=201 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00212
Spear. correl = 0.00296
RMSE = 0.225
Likelihood = -0.102

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00155
Spear. correl = -0.00434
RMSE = 0.152
Likelihood = -0.0658

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00823
Spear. correl = 0.0121
RMSE = 0.0644
Likelihood = -0.0249

Metric: T-SSIM


Prediction map
Pear. correl = 0.00803
Spear. correl = 0.0102
RMSE = 0.131
Likelihood = -0.0544

Metric: T-FSIM


Prediction map
Pear. correl = 0.00844
Spear. correl = 0.0124
RMSE = 0.0807
Likelihood = -0.0269

Metric: T-VSI


Prediction map
Pear. correl = 0.00799
Spear. correl = 0.0135
RMSE = 0.0819
Likelihood = -0.026

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0138
Spear. correl = 0.0124
RMSE = 0.0487
Likelihood = -0.0194

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0217
Spear. correl = 0.0156
RMSE = 0.041
Likelihood = -0.0166

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i13: lev=203 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0124
Spear. correl = 0.0133
RMSE = 0.386
Likelihood = -0.196

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00565
Spear. correl = 0.00732
RMSE = 0.252
Likelihood = -0.116

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0131
Spear. correl = -0.0132
RMSE = 0.15
Likelihood = -0.0616

Metric: T-SSIM


Prediction map
Pear. correl = 0.0145
Spear. correl = 0.0139
RMSE = 0.499
Likelihood = -0.277

Metric: T-FSIM


Prediction map
Pear. correl = 0.00731
Spear. correl = 0.00816
RMSE = 0.237
Likelihood = -0.0954

Metric: T-VSI


Prediction map
Pear. correl = 0.00706
Spear. correl = 0.00763
RMSE = 0.25
Likelihood = -0.0999

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0214
Spear. correl = 0.0149
RMSE = 0.181
Likelihood = -0.0793

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0241
Spear. correl = 0.0154
RMSE = 0.213
Likelihood = -0.0957

Metric: CNN


Prediction map
Pear. correl = 0.000173
Spear. correl = 0.000182
RMSE = 1.1e-05
Likelihood = -5.01e-08

i13: lev=212 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00229
Spear. correl = 0.00327
RMSE = 0.302
Likelihood = -0.145

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00356
Spear. correl = 0.00406
RMSE = 0.257
Likelihood = -0.12

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00147
Spear. correl = -0.00422
RMSE = 0.257
Likelihood = -0.116

Metric: T-SSIM


Prediction map
Pear. correl = 0.0073
Spear. correl = 0.0099
RMSE = 0.313
Likelihood = -0.149

Metric: T-FSIM


Prediction map
Pear. correl = 0.0113
Spear. correl = 0.013
RMSE = 0.362
Likelihood = -0.169

Metric: T-VSI


Prediction map
Pear. correl = 0.0115
Spear. correl = 0.0138
RMSE = 0.382
Likelihood = -0.182

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.02
Spear. correl = 0.0151
RMSE = 0.148
Likelihood = -0.0633

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0138
Spear. correl = 0.0145
RMSE = 0.356
Likelihood = -0.172

Metric: CNN


Prediction map
Pear. correl = -0.0304
Spear. correl = -0.0169
RMSE = 0.0195
Likelihood = -0.00202

i14: lev=21 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00843
Spear. correl = -0.0102
RMSE = 0.149
Likelihood = -0.0653

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00462
Spear. correl = 0.00594
RMSE = 0.388
Likelihood = -0.194

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00634
Spear. correl = 0.00818
RMSE = 0.146
Likelihood = -0.0565

Metric: T-SSIM


Prediction map
Pear. correl = -0.0253
Spear. correl = -0.0151
RMSE = 0.0373
Likelihood = -0.0144

Metric: T-FSIM


Prediction map
Pear. correl = 0.00338
Spear. correl = 0.000894
RMSE = 0.0726
Likelihood = -0.0227

Metric: T-VSI


Prediction map
Pear. correl = 0.00834
Spear. correl = 0.0106
RMSE = 0.16
Likelihood = -0.0646

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0163
Spear. correl = 0.0153
RMSE = 0.0315
Likelihood = -0.0123

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0129
Spear. correl = 0.0151
RMSE = 0.0295
Likelihood = -0.0116

Metric: CNN


Prediction map
Pear. correl = 0.00071
Spear. correl = 0.000796
RMSE = 0.000284
Likelihood = -9.34e-06

i14: lev=51 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.003
Spear. correl = 0.00363
RMSE = 0.283
Likelihood = -0.134

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.000642
Spear. correl = 0.00109
RMSE = 0.393
Likelihood = -0.197

Metric: T-sCIELab


Prediction map
Pear. correl = 2.87e-05
Spear. correl = -0.00532
RMSE = 0.103
Likelihood = -0.0364

Metric: T-SSIM


Prediction map
Pear. correl = -0.00867
Spear. correl = -0.0104
RMSE = 0.182
Likelihood = -0.0805

Metric: T-FSIM


Prediction map
Pear. correl = 0.00681
Spear. correl = 0.00844
RMSE = 0.0988
Likelihood = -0.0322

Metric: T-VSI


Prediction map
Pear. correl = 0.00703
Spear. correl = 0.00829
RMSE = 0.135
Likelihood = -0.0522

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0163
Spear. correl = 0.0152
RMSE = 0.0587
Likelihood = -0.0235

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0153
Spear. correl = 0.0153
RMSE = 0.0485
Likelihood = -0.0197

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i14: lev=85 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0164
Spear. correl = -0.0156
RMSE = 0.464
Likelihood = -0.244

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0201
Spear. correl = -0.0156
RMSE = 0.628
Likelihood = -0.416

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0116
Spear. correl = -0.0153
RMSE = 0.46
Likelihood = -0.232

Metric: T-SSIM


Prediction map
Pear. correl = -0.00107
Spear. correl = 0.00119
RMSE = 0.412
Likelihood = -0.204

Metric: T-FSIM


Prediction map
Pear. correl = -0.00373
Spear. correl = 0.00053
RMSE = 0.165
Likelihood = -0.0469

Metric: T-VSI


Prediction map
Pear. correl = -0.005
Spear. correl = -0.00303
RMSE = 0.233
Likelihood = -0.0767

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0335
Spear. correl = 0.0151
RMSE = 0.203
Likelihood = -0.0576

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0122
Spear. correl = 0.0141
RMSE = 0.0535
Likelihood = -0.00913

Metric: CNN


Prediction map
Pear. correl = -0.00286
Spear. correl = -0.00689
RMSE = 0.0444
Likelihood = -0.006

i14: lev=115 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0151
Spear. correl = 0.0137
RMSE = 0.416
Likelihood = -0.209

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00782
Spear. correl = 0.00847
RMSE = 0.478
Likelihood = -0.256

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0116
Spear. correl = 0.0115
RMSE = 0.248
Likelihood = -0.0864

Metric: T-SSIM


Prediction map
Pear. correl = 0.00576
Spear. correl = 0.00857
RMSE = 0.323
Likelihood = -0.139

Metric: T-FSIM


Prediction map
Pear. correl = 0.0406
Spear. correl = 0.0156
RMSE = 0.176
Likelihood = -0.0536

Metric: T-VSI


Prediction map
Pear. correl = 0.033
Spear. correl = 0.0154
RMSE = 0.192
Likelihood = -0.0615

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0464
Spear. correl = 0.0155
RMSE = 0.149
Likelihood = -0.0339

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0461
Spear. correl = 0.0158
RMSE = 0.0262
Likelihood = -0.00491

Metric: CNN


Prediction map
Pear. correl = -0.00065
Spear. correl = -0.000821
RMSE = 0.000369
Likelihood = -1.11e-05

i14: lev=161 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00167
Spear. correl = -0.00271
RMSE = 0.49
Likelihood = -0.272

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00325
Spear. correl = 0.00494
RMSE = 0.172
Likelihood = -0.0767

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00609
Spear. correl = 0.0101
RMSE = 0.524
Likelihood = -0.305

Metric: T-SSIM


Prediction map
Pear. correl = 0.00762
Spear. correl = 0.00826
RMSE = 0.597
Likelihood = -0.374

Metric: T-FSIM


Prediction map
Pear. correl = -0.00884
Spear. correl = -0.0356
RMSE = 0.0174
Likelihood = -0.00109

Metric: T-VSI


Prediction map
Pear. correl = -0.0112
Spear. correl = -0.0149
RMSE = 0.0264
Likelihood = -0.00445

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0359
Spear. correl = 0.0153
RMSE = 0.473
Likelihood = -0.258

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.00389
Spear. correl = -0.00945
RMSE = 0.0906
Likelihood = -0.0244

Metric: CNN


Prediction map
Pear. correl = 0.00148
Spear. correl = 0.00206
RMSE = 0.00139
Likelihood = -9.43e-05

i14: lev=201 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0017
Spear. correl = 0.00193
RMSE = 0.327
Likelihood = -0.158

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00232
Spear. correl = 0.00277
RMSE = 0.203
Likelihood = -0.0879

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00508
Spear. correl = 0.006
RMSE = 0.106
Likelihood = -0.0357

Metric: T-SSIM


Prediction map
Pear. correl = 0.0111
Spear. correl = 0.0116
RMSE = 0.26
Likelihood = -0.116

Metric: T-FSIM


Prediction map
Pear. correl = 0.0044
Spear. correl = 0.00314
RMSE = 0.119
Likelihood = -0.0407

Metric: T-VSI


Prediction map
Pear. correl = 0.00965
Spear. correl = 0.0126
RMSE = 0.144
Likelihood = -0.0558

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.027
Spear. correl = 0.0155
RMSE = 0.0791
Likelihood = -0.033

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0296
Spear. correl = 0.0156
RMSE = 0.0562
Likelihood = -0.0235

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i14: lev=241 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00455
Spear. correl = 0.00488
RMSE = 0.313
Likelihood = -0.148

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0065
Spear. correl = 0.0086
RMSE = 0.2
Likelihood = -0.0835

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00769
Spear. correl = 0.013
RMSE = 0.218
Likelihood = -0.0852

Metric: T-SSIM


Prediction map
Pear. correl = 0.0106
Spear. correl = 0.0123
RMSE = 0.254
Likelihood = -0.11

Metric: T-FSIM


Prediction map
Pear. correl = 0.00808
Spear. correl = 0.00934
RMSE = 0.24
Likelihood = -0.0957

Metric: T-VSI


Prediction map
Pear. correl = 0.00642
Spear. correl = 0.00694
RMSE = 0.272
Likelihood = -0.12

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.031
Spear. correl = 0.0156
RMSE = 0.0986
Likelihood = -0.0418

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0241
Spear. correl = 0.0156
RMSE = 0.136
Likelihood = -0.0584

Metric: CNN


Prediction map
Pear. correl = 0.00705
Spear. correl = 0.011
RMSE = 0.0229
Likelihood = -0.00595

i14: lev=245 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0153
Spear. correl = 0.0139
RMSE = 0.416
Likelihood = -0.208

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00842
Spear. correl = 0.00943
RMSE = 0.464
Likelihood = -0.245

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0139
Spear. correl = 0.0126
RMSE = 0.235
Likelihood = -0.0822

Metric: T-SSIM


Prediction map
Pear. correl = 0.0116
Spear. correl = 0.0119
RMSE = 0.318
Likelihood = -0.136

Metric: T-FSIM


Prediction map
Pear. correl = 0.0576
Spear. correl = 0.0156
RMSE = 0.162
Likelihood = -0.0476

Metric: T-VSI


Prediction map
Pear. correl = 0.0463
Spear. correl = 0.0156
RMSE = 0.175
Likelihood = -0.0553

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0494
Spear. correl = 0.0157
RMSE = 0.147
Likelihood = -0.0343

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.153
Spear. correl = 0.016
RMSE = 0.0208
Likelihood = -0.00469

Metric: CNN


Prediction map
Pear. correl = -0.000419
Spear. correl = -0.000559
RMSE = 0.000202
Likelihood = -3.92e-06

i15: lev=22 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00151
Spear. correl = 0.0016
RMSE = 0.146
Likelihood = -0.064

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00913
Spear. correl = -0.0109
RMSE = 0.419
Likelihood = -0.218

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00314
Spear. correl = 0.00206
RMSE = 0.217
Likelihood = -0.0919

Metric: T-SSIM


Prediction map
Pear. correl = 0.00986
Spear. correl = 0.0121
RMSE = 0.0748
Likelihood = -0.0298

Metric: T-FSIM


Prediction map
Pear. correl = 0.0111
Spear. correl = 0.0139
RMSE = 0.164
Likelihood = -0.062

Metric: T-VSI


Prediction map
Pear. correl = 0.00824
Spear. correl = 0.00963
RMSE = 0.334
Likelihood = -0.154

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0167
Spear. correl = 0.0151
RMSE = 0.128
Likelihood = -0.0529

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0116
Spear. correl = 0.0156
RMSE = 0.162
Likelihood = -0.0598

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i15: lev=51 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00577
Spear. correl = 0.00735
RMSE = 0.197
Likelihood = -0.0885

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0027
Spear. correl = -0.00214
RMSE = 0.32
Likelihood = -0.154

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00213
Spear. correl = -0.00153
RMSE = 0.102
Likelihood = -0.0359

Metric: T-SSIM


Prediction map
Pear. correl = -0.00666
Spear. correl = -0.00873
RMSE = 0.145
Likelihood = -0.0615

Metric: T-FSIM


Prediction map
Pear. correl = 0.0111
Spear. correl = 0.0141
RMSE = 0.131
Likelihood = -0.0477

Metric: T-VSI


Prediction map
Pear. correl = 0.00991
Spear. correl = 0.0125
RMSE = 0.179
Likelihood = -0.0694

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0159
Spear. correl = 0.0151
RMSE = 0.107
Likelihood = -0.0435

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0125
Spear. correl = 0.0156
RMSE = 0.0839
Likelihood = -0.0302

Metric: CNN


Prediction map
Pear. correl = 0.000975
Spear. correl = 0.00117
RMSE = 0.000719
Likelihood = -3.24e-05

i15: lev=81 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00642
Spear. correl = -0.0103
RMSE = 0.112
Likelihood = -0.0351

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0081
Spear. correl = -0.0115
RMSE = 0.0542
Likelihood = -0.017

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0123
Spear. correl = -0.0133
RMSE = 0.0764
Likelihood = -0.0169

Metric: T-SSIM


Prediction map
Pear. correl = 0.00411
Spear. correl = 0.0097
RMSE = 0.0834
Likelihood = -0.016

Metric: T-FSIM


Prediction map
Pear. correl = -0.00392
Spear. correl = -0.0106
RMSE = 0.098
Likelihood = -0.0237

Metric: T-VSI


Prediction map
Pear. correl = -0.004
Spear. correl = -0.0105
RMSE = 0.102
Likelihood = -0.0248

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00678
Spear. correl = 0.0147
RMSE = 0.0337
Likelihood = -0.00938

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00486
Spear. correl = 0.00715
RMSE = 0.0601
Likelihood = -0.0147

Metric: CNN


Prediction map
Pear. correl = 0.000381
Spear. correl = -0.00797
RMSE = 0.052
Likelihood = -0.0081

i15: lev=95 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00109
Spear. correl = 0.000362
RMSE = 0.359
Likelihood = -0.166

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00468
Spear. correl = 0.00593
RMSE = 0.465
Likelihood = -0.25

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00346
Spear. correl = 0.00144
RMSE = 0.119
Likelihood = -0.029

Metric: T-SSIM


Prediction map
Pear. correl = -0.00904
Spear. correl = -0.0147
RMSE = 0.255
Likelihood = -0.0952

Metric: T-FSIM


Prediction map
Pear. correl = -0.00922
Spear. correl = -0.0111
RMSE = 0.396
Likelihood = -0.183

Metric: T-VSI


Prediction map
Pear. correl = -0.00938
Spear. correl = -0.0136
RMSE = 0.339
Likelihood = -0.141

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.054
Spear. correl = 0.0191
RMSE = 0.125
Likelihood = -0.0198

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0125
Spear. correl = 0.0135
RMSE = 0.0915
Likelihood = -0.0171

Metric: CNN


Prediction map
Pear. correl = 0.00873
Spear. correl = 0.0158
RMSE = 0.0162
Likelihood = -0.00226

i15: lev=102 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0109
Spear. correl = -0.0116
RMSE = 0.195
Likelihood = -0.0777

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00205
Spear. correl = -0.00579
RMSE = 0.183
Likelihood = -0.0734

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00654
Spear. correl = -0.00939
RMSE = 0.228
Likelihood = -0.0914

Metric: T-SSIM


Prediction map
Pear. correl = 0.00271
Spear. correl = -0.000191
RMSE = 0.183
Likelihood = -0.0629

Metric: T-FSIM


Prediction map
Pear. correl = 0.00171
Spear. correl = 7.63e-06
RMSE = 0.202
Likelihood = -0.0801

Metric: T-VSI


Prediction map
Pear. correl = 0.00372
Spear. correl = 0.00255
RMSE = 0.321
Likelihood = -0.143

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0202
Spear. correl = 0.014
RMSE = 0.159
Likelihood = -0.0677

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0151
Spear. correl = 0.0152
RMSE = 0.216
Likelihood = -0.0895

Metric: CNN


Prediction map
Pear. correl = -0.0161
Spear. correl = -0.0173
RMSE = 0.0118
Likelihood = -0.00185

i15: lev=105 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0135
Spear. correl = -0.0137
RMSE = 0.61
Likelihood = -0.392

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00136
Spear. correl = 0.00415
RMSE = 0.409
Likelihood = -0.212

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00131
Spear. correl = 0.00706
RMSE = 0.161
Likelihood = -0.0387

Metric: T-SSIM


Prediction map
Pear. correl = -0.0101
Spear. correl = -0.0138
RMSE = 0.481
Likelihood = -0.288

Metric: T-FSIM


Prediction map
Pear. correl = -0.00724
Spear. correl = -0.0149
RMSE = 0.355
Likelihood = -0.149

Metric: T-VSI


Prediction map
Pear. correl = -0.00601
Spear. correl = -0.0144
RMSE = 0.276
Likelihood = -0.0976

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0459
Spear. correl = 0.0162
RMSE = 0.149
Likelihood = -0.0299

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0258
Spear. correl = 0.014
RMSE = 0.27
Likelihood = -0.0893

Metric: CNN


Prediction map
Pear. correl = -0.00115
Spear. correl = -0.00274
RMSE = 0.0331
Likelihood = -0.00202

i15: lev=114 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00152
Spear. correl = -0.00336
RMSE = 0.65
Likelihood = -0.439

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00841
Spear. correl = -0.00945
RMSE = 0.634
Likelihood = -0.416

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00184
Spear. correl = 0.000824
RMSE = 0.348
Likelihood = -0.15

Metric: T-SSIM


Prediction map
Pear. correl = -0.00621
Spear. correl = -0.00589
RMSE = 0.557
Likelihood = -0.354

Metric: T-FSIM


Prediction map
Pear. correl = 0.00421
Spear. correl = 0.00788
RMSE = 0.33
Likelihood = -0.132

Metric: T-VSI


Prediction map
Pear. correl = -0.00361
Spear. correl = 0.000223
RMSE = 0.397
Likelihood = -0.179

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0329
Spear. correl = 0.0155
RMSE = 0.226
Likelihood = -0.0688

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0445
Spear. correl = 0.0156
RMSE = 0.116
Likelihood = -0.0185

Metric: CNN


Prediction map
Pear. correl = -0.00329
Spear. correl = -0.00695
RMSE = 0.069
Likelihood = -0.0109

i15: lev=115 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00354
Spear. correl = 0.00334
RMSE = 0.576
Likelihood = -0.353

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00878
Spear. correl = 0.0104
RMSE = 0.413
Likelihood = -0.209

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0169
Spear. correl = 0.0141
RMSE = 0.156
Likelihood = -0.0365

Metric: T-SSIM


Prediction map
Pear. correl = 0.0124
Spear. correl = 0.0113
RMSE = 0.478
Likelihood = -0.263

Metric: T-FSIM


Prediction map
Pear. correl = 0.0142
Spear. correl = 0.0126
RMSE = 0.263
Likelihood = -0.0866

Metric: T-VSI


Prediction map
Pear. correl = -0.00362
Spear. correl = 0.000814
RMSE = 0.264
Likelihood = -0.0913

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0548
Spear. correl = 0.0207
RMSE = 0.124
Likelihood = -0.019

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0295
Spear. correl = 0.0182
RMSE = 0.0809
Likelihood = -0.00906

Metric: CNN


Prediction map
Pear. correl = -0.00145
Spear. correl = -0.00344
RMSE = 0.061
Likelihood = -0.00514

i15: lev=191 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00898
Spear. correl = 0.0117
RMSE = 0.17
Likelihood = -0.0665

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0109
Spear. correl = 0.0129
RMSE = 0.262
Likelihood = -0.114

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00659
Spear. correl = 0.0123
RMSE = 0.219
Likelihood = -0.0751

Metric: T-SSIM


Prediction map
Pear. correl = 0.00764
Spear. correl = 0.0147
RMSE = 0.147
Likelihood = -0.0447

Metric: T-FSIM


Prediction map
Pear. correl = 0.00738
Spear. correl = 0.0146
RMSE = 0.269
Likelihood = -0.101

Metric: T-VSI


Prediction map
Pear. correl = 0.00708
Spear. correl = 0.0136
RMSE = 0.307
Likelihood = -0.126

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00683
Spear. correl = 0.0156
RMSE = 0.216
Likelihood = -0.0702

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00792
Spear. correl = 0.0145
RMSE = 0.261
Likelihood = -0.101

Metric: CNN


Prediction map
Pear. correl = 0.00223
Spear. correl = -0.00506
RMSE = 0.102
Likelihood = -0.0152

i15: lev=221 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00353
Spear. correl = 0.00291
RMSE = 0.193
Likelihood = -0.0794

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00308
Spear. correl = 0.00111
RMSE = 0.222
Likelihood = -0.0932

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00178
Spear. correl = -0.0074
RMSE = 0.184
Likelihood = -0.0618

Metric: T-SSIM


Prediction map
Pear. correl = 0.00724
Spear. correl = 0.00961
RMSE = 0.181
Likelihood = -0.0626

Metric: T-FSIM


Prediction map
Pear. correl = 0.00561
Spear. correl = 0.00751
RMSE = 0.161
Likelihood = -0.0549

Metric: T-VSI


Prediction map
Pear. correl = 0.00699
Spear. correl = 0.00955
RMSE = 0.229
Likelihood = -0.087

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0194
Spear. correl = 0.0156
RMSE = 0.0979
Likelihood = -0.0391

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00969
Spear. correl = 0.0132
RMSE = 0.0858
Likelihood = -0.0299

Metric: CNN


Prediction map
Pear. correl = -0.0637
Spear. correl = -0.0292
RMSE = 0.00452
Likelihood = -0.000423

i15: lev=244 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0121
Spear. correl = -0.0122
RMSE = 0.667
Likelihood = -0.461

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.005
Spear. correl = -0.00731
RMSE = 0.646
Likelihood = -0.427

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00745
Spear. correl = -0.00693
RMSE = 0.368
Likelihood = -0.164

Metric: T-SSIM


Prediction map
Pear. correl = -0.0116
Spear. correl = -0.0119
RMSE = 0.571
Likelihood = -0.37

Metric: T-FSIM


Prediction map
Pear. correl = -0.00816
Spear. correl = -0.0139
RMSE = 0.351
Likelihood = -0.148

Metric: T-VSI


Prediction map
Pear. correl = -0.00828
Spear. correl = -0.0145
RMSE = 0.364
Likelihood = -0.156

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.03
Spear. correl = 0.0153
RMSE = 0.238
Likelihood = -0.079

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0553
Spear. correl = 0.0156
RMSE = 0.0882
Likelihood = -0.0131

Metric: CNN


Prediction map
Pear. correl = -0.0028
Spear. correl = -0.00606
RMSE = 0.0266
Likelihood = -0.00341

i15: lev=245 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00792
Spear. correl = -0.0088
RMSE = 0.578
Likelihood = -0.357

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00633
Spear. correl = -0.00738
RMSE = 0.557
Likelihood = -0.331

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00589
Spear. correl = -0.00411
RMSE = 0.26
Likelihood = -0.089

Metric: T-SSIM


Prediction map
Pear. correl = -0.00725
Spear. correl = -0.00686
RMSE = 0.472
Likelihood = -0.265

Metric: T-FSIM


Prediction map
Pear. correl = -0.006
Spear. correl = -0.0129
RMSE = 0.263
Likelihood = -0.0869

Metric: T-VSI


Prediction map
Pear. correl = -0.00728
Spear. correl = -0.013
RMSE = 0.345
Likelihood = -0.139

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0459
Spear. correl = 0.0168
RMSE = 0.147
Likelihood = -0.0298

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.025
Spear. correl = 0.0177
RMSE = 0.0693
Likelihood = -0.00743

Metric: CNN


Prediction map
Pear. correl = -0.00292
Spear. correl = -0.00649
RMSE = 0.0381
Likelihood = -0.00519

i16: lev=21 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00676
Spear. correl = 0.00842
RMSE = 0.101
Likelihood = -0.0429

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00457
Spear. correl = 0.00691
RMSE = 0.367
Likelihood = -0.184

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0101
Spear. correl = -0.0118
RMSE = 0.105
Likelihood = -0.0417

Metric: T-SSIM


Prediction map
Pear. correl = -0.0106
Spear. correl = -0.0119
RMSE = 0.00912
Likelihood = -0.00348

Metric: T-FSIM


Prediction map
Pear. correl = 0.00724
Spear. correl = 0.00966
RMSE = 0.0718
Likelihood = -0.0244

Metric: T-VSI


Prediction map
Pear. correl = 0.00914
Spear. correl = 0.0122
RMSE = 0.175
Likelihood = -0.0687

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00979
Spear. correl = 0.0115
RMSE = 0.0602
Likelihood = -0.0227

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00817
Spear. correl = 0.0128
RMSE = 0.0622
Likelihood = -0.0218

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i16: lev=95 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0138
Spear. correl = 0.0143
RMSE = 0.592
Likelihood = -0.372

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0191
Spear. correl = 0.0155
RMSE = 0.531
Likelihood = -0.306

Metric: T-sCIELab


Prediction map
Pear. correl = 0.023
Spear. correl = 0.0154
RMSE = 0.35
Likelihood = -0.154

Metric: T-SSIM


Prediction map
Pear. correl = 0.0127
Spear. correl = 0.0136
RMSE = 0.61
Likelihood = -0.42

Metric: T-FSIM


Prediction map
Pear. correl = 0.0171
Spear. correl = 0.0131
RMSE = 0.298
Likelihood = -0.108

Metric: T-VSI


Prediction map
Pear. correl = 0.0267
Spear. correl = 0.0156
RMSE = 0.323
Likelihood = -0.125

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0385
Spear. correl = 0.0157
RMSE = 0.219
Likelihood = -0.0708

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.053
Spear. correl = 0.0156
RMSE = 0.0396
Likelihood = -0.00848

Metric: CNN


Prediction map
Pear. correl = -0.00105
Spear. correl = -0.0017
RMSE = 0.000806
Likelihood = -3.91e-05

i16: lev=105 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00731
Spear. correl = 0.00874
RMSE = 0.561
Likelihood = -0.343

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00866
Spear. correl = 0.0106
RMSE = 0.437
Likelihood = -0.229

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00694
Spear. correl = 0.0105
RMSE = 0.145
Likelihood = -0.0467

Metric: T-SSIM


Prediction map
Pear. correl = 0.0105
Spear. correl = 0.0104
RMSE = 0.556
Likelihood = -0.353

Metric: T-FSIM


Prediction map
Pear. correl = 0.0299
Spear. correl = 0.0154
RMSE = 0.258
Likelihood = -0.0811

Metric: T-VSI


Prediction map
Pear. correl = 0.0403
Spear. correl = 0.0157
RMSE = 0.14
Likelihood = -0.0371

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0551
Spear. correl = 0.0157
RMSE = 0.128
Likelihood = -0.0239

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0431
Spear. correl = 0.0159
RMSE = 0.0448
Likelihood = -0.0067

Metric: CNN


Prediction map
Pear. correl = -0.00158
Spear. correl = -0.00214
RMSE = 0.00149
Likelihood = -0.000108

i16: lev=114 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0112
Spear. correl = 0.0116
RMSE = 0.576
Likelihood = -0.355

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0117
Spear. correl = -0.0121
RMSE = 0.624
Likelihood = -0.401

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00665
Spear. correl = -0.00653
RMSE = 0.379
Likelihood = -0.175

Metric: T-SSIM


Prediction map
Pear. correl = 0.0125
Spear. correl = 0.0122
RMSE = 0.6
Likelihood = -0.405

Metric: T-FSIM


Prediction map
Pear. correl = 0.00205
Spear. correl = 0.0117
RMSE = 0.137
Likelihood = -0.0267

Metric: T-VSI


Prediction map
Pear. correl = 0.00797
Spear. correl = 0.00896
RMSE = 0.376
Likelihood = -0.158

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.046
Spear. correl = 0.016
RMSE = 0.162
Likelihood = -0.0392

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0474
Spear. correl = 0.0168
RMSE = 0.0345
Likelihood = -0.00466

Metric: CNN


Prediction map
Pear. correl = -0.00267
Spear. correl = -0.0066
RMSE = 0.0594
Likelihood = -0.00787

i16: lev=115 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00964
Spear. correl = -0.00999
RMSE = 0.498
Likelihood = -0.276

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.000604
Spear. correl = 0.000348
RMSE = 0.371
Likelihood = -0.177

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00288
Spear. correl = 0.00132
RMSE = 0.115
Likelihood = -0.0302

Metric: T-SSIM


Prediction map
Pear. correl = -0.00922
Spear. correl = -0.0095
RMSE = 0.506
Likelihood = -0.295

Metric: T-FSIM


Prediction map
Pear. correl = -0.00224
Spear. correl = 0.00911
RMSE = 0.095
Likelihood = -0.014

Metric: T-VSI


Prediction map
Pear. correl = 0.0246
Spear. correl = 0.0151
RMSE = 0.174
Likelihood = -0.0478

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0549
Spear. correl = 0.0197
RMSE = 0.122
Likelihood = -0.0181

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.021
Spear. correl = 0.0183
RMSE = 0.0255
Likelihood = -0.00277

Metric: CNN


Prediction map
Pear. correl = 0.0371
Spear. correl = 0.0219
RMSE = 0.0147
Likelihood = -0.00156

i16: lev=215 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0152
Spear. correl = 0.0147
RMSE = 0.474
Likelihood = -0.25

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0115
Spear. correl = 0.0126
RMSE = 0.401
Likelihood = -0.202

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00875
Spear. correl = 0.0098
RMSE = 0.28
Likelihood = -0.107

Metric: T-SSIM


Prediction map
Pear. correl = 0.0114
Spear. correl = 0.0105
RMSE = 0.46
Likelihood = -0.235

Metric: T-FSIM


Prediction map
Pear. correl = 0.0243
Spear. correl = 0.0145
RMSE = 0.258
Likelihood = -0.083

Metric: T-VSI


Prediction map
Pear. correl = 0.0252
Spear. correl = 0.015
RMSE = 0.275
Likelihood = -0.0948

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0439
Spear. correl = 0.0161
RMSE = 0.182
Likelihood = -0.0485

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.156
Spear. correl = 0.0166
RMSE = 0.0134
Likelihood = -0.00232

Metric: CNN


Prediction map
Pear. correl = -0.00145
Spear. correl = 0.00826
RMSE = 0.086
Likelihood = -0.015

i16: lev=234 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00928
Spear. correl = 0.0089
RMSE = 0.642
Likelihood = -0.441

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0103
Spear. correl = 0.0118
RMSE = 0.666
Likelihood = -0.464

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0117
Spear. correl = 0.0113
RMSE = 0.524
Likelihood = -0.297

Metric: T-SSIM


Prediction map
Pear. correl = 0.00893
Spear. correl = 0.0072
RMSE = 0.676
Likelihood = -0.535

Metric: T-FSIM


Prediction map
Pear. correl = 0.0141
Spear. correl = 0.0136
RMSE = 0.207
Likelihood = -0.0527

Metric: T-VSI


Prediction map
Pear. correl = 0.0202
Spear. correl = 0.0152
RMSE = 0.402
Likelihood = -0.182

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.024
Spear. correl = 0.0157
RMSE = 0.327
Likelihood = -0.119

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0208
Spear. correl = 0.0152
RMSE = 0.148
Likelihood = -0.0303

Metric: CNN


Prediction map
Pear. correl = 0.0255
Spear. correl = 0.0182
RMSE = 0.075
Likelihood = -0.00965

i16: lev=235 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0142
Spear. correl = 0.0138
RMSE = 0.516
Likelihood = -0.29

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0117
Spear. correl = 0.0127
RMSE = 0.567
Likelihood = -0.342

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0131
Spear. correl = 0.0122
RMSE = 0.351
Likelihood = -0.147

Metric: T-SSIM


Prediction map
Pear. correl = 0.0151
Spear. correl = 0.0138
RMSE = 0.537
Likelihood = -0.33

Metric: T-FSIM


Prediction map
Pear. correl = 0.0105
Spear. correl = 0.0146
RMSE = 0.136
Likelihood = -0.0261

Metric: T-VSI


Prediction map
Pear. correl = 0.0264
Spear. correl = 0.0157
RMSE = 0.308
Likelihood = -0.109

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0515
Spear. correl = 0.0167
RMSE = 0.145
Likelihood = -0.0297

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0493
Spear. correl = 0.0211
RMSE = 0.0233
Likelihood = -0.00239

Metric: CNN


Prediction map
Pear. correl = 0.00439
Spear. correl = 0.0129
RMSE = 0.0935
Likelihood = -0.0158

i16: lev=244 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0152
Spear. correl = -0.0139
RMSE = 0.577
Likelihood = -0.358

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0105
Spear. correl = -0.0112
RMSE = 0.598
Likelihood = -0.369

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0108
Spear. correl = -0.0124
RMSE = 0.344
Likelihood = -0.151

Metric: T-SSIM


Prediction map
Pear. correl = -0.0125
Spear. correl = -0.0125
RMSE = 0.602
Likelihood = -0.41

Metric: T-FSIM


Prediction map
Pear. correl = 0.00282
Spear. correl = 0.0107
RMSE = 0.196
Likelihood = -0.0483

Metric: T-VSI


Prediction map
Pear. correl = 0.011
Spear. correl = 0.0108
RMSE = 0.309
Likelihood = -0.111

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0455
Spear. correl = 0.0157
RMSE = 0.151
Likelihood = -0.0357

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.014
Spear. correl = 0.0156
RMSE = 0.0632
Likelihood = -0.00815

Metric: CNN


Prediction map
Pear. correl = -0.00212
Spear. correl = -0.00466
RMSE = 0.0104
Likelihood = -0.001

i16: lev=245 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.000727
Spear. correl = -0.000786
RMSE = 0.486
Likelihood = -0.262

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00121
Spear. correl = -0.00193
RMSE = 0.454
Likelihood = -0.238

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00249
Spear. correl = 0.00147
RMSE = 0.196
Likelihood = -0.0622

Metric: T-SSIM


Prediction map
Pear. correl = -0.000914
Spear. correl = 0.000773
RMSE = 0.495
Likelihood = -0.281

Metric: T-FSIM


Prediction map
Pear. correl = 0.0177
Spear. correl = 0.0194
RMSE = 0.0999
Likelihood = -0.0134

Metric: T-VSI


Prediction map
Pear. correl = 0.028
Spear. correl = 0.0154
RMSE = 0.191
Likelihood = -0.0544

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0546
Spear. correl = 0.0174
RMSE = 0.124
Likelihood = -0.0194

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.116
Spear. correl = 0.0197
RMSE = 0.0147
Likelihood = -0.00169

Metric: CNN


Prediction map
Pear. correl = -0.00247
Spear. correl = -0.00511
RMSE = 0.0543
Likelihood = -0.00665

i17: lev=115 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0115
Spear. correl = -0.0128
RMSE = 0.456
Likelihood = -0.234

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00889
Spear. correl = -0.0098
RMSE = 0.406
Likelihood = -0.197

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00531
Spear. correl = -0.00851
RMSE = 0.182
Likelihood = -0.048

Metric: T-SSIM


Prediction map
Pear. correl = -0.0086
Spear. correl = -0.0129
RMSE = 0.319
Likelihood = -0.13

Metric: T-FSIM


Prediction map
Pear. correl = -0.00443
Spear. correl = -0.00126
RMSE = 0.17
Likelihood = -0.0419

Metric: T-VSI


Prediction map
Pear. correl = -0.00663
Spear. correl = -0.00639
RMSE = 0.283
Likelihood = -0.0984

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0453
Spear. correl = 0.0177
RMSE = 0.149
Likelihood = -0.03

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0341
Spear. correl = 0.0182
RMSE = 0.0211
Likelihood = -0.00224

Metric: CNN


Prediction map
Pear. correl = 0.0571
Spear. correl = 0.0176
RMSE = 0.0943
Likelihood = -0.0122

i17: lev=235 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.016
Spear. correl = -0.0154
RMSE = 0.56
Likelihood = -0.336

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00896
Spear. correl = -0.00887
RMSE = 0.484
Likelihood = -0.259

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00136
Spear. correl = 0.00388
RMSE = 0.381
Likelihood = -0.163

Metric: T-SSIM


Prediction map
Pear. correl = -0.0113
Spear. correl = -0.0137
RMSE = 0.484
Likelihood = -0.263

Metric: T-FSIM


Prediction map
Pear. correl = 0.000358
Spear. correl = 0.00644
RMSE = 0.237
Likelihood = -0.0737

Metric: T-VSI


Prediction map
Pear. correl = -0.00225
Spear. correl = 0.00376
RMSE = 0.336
Likelihood = -0.129

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.024
Spear. correl = 0.015
RMSE = 0.268
Likelihood = -0.0828

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0135
Spear. correl = 0.0131
RMSE = 0.15
Likelihood = -0.032

Metric: CNN


Prediction map
Pear. correl = 0.0358
Spear. correl = 0.0192
RMSE = 0.0733
Likelihood = -0.0109

i17: lev=245 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00504
Spear. correl = -0.00424
RMSE = 0.434
Likelihood = -0.215

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0126
Spear. correl = -0.0126
RMSE = 0.516
Likelihood = -0.29

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00798
Spear. correl = -0.0137
RMSE = 0.289
Likelihood = -0.107

Metric: T-SSIM


Prediction map
Pear. correl = 0.0169
Spear. correl = 0.0133
RMSE = 0.3
Likelihood = -0.117

Metric: T-FSIM


Prediction map
Pear. correl = -0.00488
Spear. correl = -0.012
RMSE = 0.167
Likelihood = -0.042

Metric: T-VSI


Prediction map
Pear. correl = -0.00676
Spear. correl = -0.0134
RMSE = 0.302
Likelihood = -0.108

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0512
Spear. correl = 0.0185
RMSE = 0.132
Likelihood = -0.024

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0272
Spear. correl = 0.0175
RMSE = 0.0234
Likelihood = -0.00288

Metric: CNN


Prediction map
Pear. correl = 0.0398
Spear. correl = 0.0163
RMSE = 0.0601
Likelihood = -0.0101

i18: lev=42 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00965
Spear. correl = -0.011
RMSE = 0.287
Likelihood = -0.125

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0124
Spear. correl = -0.0123
RMSE = 0.384
Likelihood = -0.187

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0227
Spear. correl = -0.0145
RMSE = 0.136
Likelihood = -0.0351

Metric: T-SSIM


Prediction map
Pear. correl = 0.00402
Spear. correl = 0.000387
RMSE = 0.232
Likelihood = -0.0751

Metric: T-FSIM


Prediction map
Pear. correl = -0.00108
Spear. correl = -0.00899
RMSE = 0.0564
Likelihood = -0.0122

Metric: T-VSI


Prediction map
Pear. correl = 0.00147
Spear. correl = -0.00411
RMSE = 0.0788
Likelihood = -0.0197

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00781
Spear. correl = 0.0114
RMSE = 0.0703
Likelihood = -0.0247

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00534
Spear. correl = 0.00672
RMSE = 0.0562
Likelihood = -0.0187

Metric: CNN


Prediction map
Pear. correl = 0.00135
Spear. correl = 0.00246
RMSE = 0.00667
Likelihood = -0.000417

i18: lev=51 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00285
Spear. correl = 0.00342
RMSE = 0.243
Likelihood = -0.112

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0072
Spear. correl = 0.00787
RMSE = 0.363
Likelihood = -0.18

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00472
Spear. correl = -0.00983
RMSE = 0.0849
Likelihood = -0.0309

Metric: T-SSIM


Prediction map
Pear. correl = -0.00757
Spear. correl = -0.0102
RMSE = 0.0783
Likelihood = -0.0312

Metric: T-FSIM


Prediction map
Pear. correl = 0.00487
Spear. correl = 0.00471
RMSE = 0.0642
Likelihood = -0.0196

Metric: T-VSI


Prediction map
Pear. correl = 0.00699
Spear. correl = 0.0129
RMSE = 0.132
Likelihood = -0.0405

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0146
Spear. correl = 0.015
RMSE = 0.0678
Likelihood = -0.0267

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0121
Spear. correl = 0.0153
RMSE = 0.0574
Likelihood = -0.0219

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i18: lev=95 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00605
Spear. correl = 0.00809
RMSE = 0.331
Likelihood = -0.151

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00708
Spear. correl = 0.00862
RMSE = 0.376
Likelihood = -0.184

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0133
Spear. correl = 0.013
RMSE = 0.109
Likelihood = -0.027

Metric: T-SSIM


Prediction map
Pear. correl = -0.00448
Spear. correl = -0.00496
RMSE = 0.136
Likelihood = -0.032

Metric: T-FSIM


Prediction map
Pear. correl = -0.00283
Spear. correl = -0.00715
RMSE = 0.145
Likelihood = -0.0266

Metric: T-VSI


Prediction map
Pear. correl = 0.0147
Spear. correl = 0.013
RMSE = 0.186
Likelihood = -0.0501

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0551
Spear. correl = 0.0263
RMSE = 0.122
Likelihood = -0.0168

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0965
Spear. correl = 0.0184
RMSE = 0.00711
Likelihood = -0.00132

Metric: CNN


Prediction map
Pear. correl = -0.00155
Spear. correl = -0.00255
RMSE = 0.00287
Likelihood = -0.000204

i18: lev=101 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.000171
Spear. correl = -0.00163
RMSE = 0.244
Likelihood = -0.109

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00518
Spear. correl = 0.0056
RMSE = 0.222
Likelihood = -0.0968

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00595
Spear. correl = 0.0069
RMSE = 0.211
Likelihood = -0.0843

Metric: T-SSIM


Prediction map
Pear. correl = 0.00526
Spear. correl = 0.00372
RMSE = 0.117
Likelihood = -0.0379

Metric: T-FSIM


Prediction map
Pear. correl = 0.0035
Spear. correl = 0.00175
RMSE = 0.0662
Likelihood = -0.0211

Metric: T-VSI


Prediction map
Pear. correl = 0.00749
Spear. correl = 0.0106
RMSE = 0.165
Likelihood = -0.0587

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0349
Spear. correl = 0.0155
RMSE = 0.0744
Likelihood = -0.0313

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0253
Spear. correl = 0.0156
RMSE = 0.0636
Likelihood = -0.0261

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i18: lev=115 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00225
Spear. correl = -0.00187
RMSE = 0.463
Likelihood = -0.246

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00396
Spear. correl = -0.00453
RMSE = 0.478
Likelihood = -0.26

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00582
Spear. correl = -0.00536
RMSE = 0.216
Likelihood = -0.0706

Metric: T-SSIM


Prediction map
Pear. correl = -0.00225
Spear. correl = 0.00295
RMSE = 0.293
Likelihood = -0.11

Metric: T-FSIM


Prediction map
Pear. correl = -0.00203
Spear. correl = 0.00971
RMSE = 0.073
Likelihood = -0.00851

Metric: T-VSI


Prediction map
Pear. correl = 0.021
Spear. correl = 0.0142
RMSE = 0.196
Likelihood = -0.0562

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0474
Spear. correl = 0.0164
RMSE = 0.143
Likelihood = -0.0291

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0874
Spear. correl = 0.0198
RMSE = 0.00861
Likelihood = -0.00104

Metric: CNN


Prediction map
Pear. correl = -0.0013
Spear. correl = -0.00253
RMSE = 0.01
Likelihood = -0.000612

i18: lev=201 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00357
Spear. correl = -0.00574
RMSE = 0.284
Likelihood = -0.133

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00685
Spear. correl = 0.00903
RMSE = 0.2
Likelihood = -0.0884

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00271
Spear. correl = 0.000384
RMSE = 0.0926
Likelihood = -0.0317

Metric: T-SSIM


Prediction map
Pear. correl = 0.00753
Spear. correl = 0.00876
RMSE = 0.151
Likelihood = -0.0574

Metric: T-FSIM


Prediction map
Pear. correl = 0.00598
Spear. correl = 0.00706
RMSE = 0.0841
Likelihood = -0.0274

Metric: T-VSI


Prediction map
Pear. correl = 0.00681
Spear. correl = 0.00925
RMSE = 0.145
Likelihood = -0.0465

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0261
Spear. correl = 0.0155
RMSE = 0.0885
Likelihood = -0.0369

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0235
Spear. correl = 0.0156
RMSE = 0.0661
Likelihood = -0.027

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i18: lev=245 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.000278
Spear. correl = 0.000336
RMSE = 0.463
Likelihood = -0.245

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00563
Spear. correl = 0.00663
RMSE = 0.49
Likelihood = -0.268

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00543
Spear. correl = 0.0089
RMSE = 0.217
Likelihood = -0.0738

Metric: T-SSIM


Prediction map
Pear. correl = -0.00355
Spear. correl = 0.00038
RMSE = 0.279
Likelihood = -0.102

Metric: T-FSIM


Prediction map
Pear. correl = -0.00323
Spear. correl = -0.00813
RMSE = 0.131
Likelihood = -0.0243

Metric: T-VSI


Prediction map
Pear. correl = 0.0294
Spear. correl = 0.015
RMSE = 0.161
Likelihood = -0.0447

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0505
Spear. correl = 0.0161
RMSE = 0.136
Likelihood = -0.0272

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.128
Spear. correl = 0.019
RMSE = 0.00671
Likelihood = -0.000946

Metric: CNN


Prediction map
Pear. correl = -0.000653
Spear. correl = -0.0011
RMSE = 0.00131
Likelihood = -3.95e-05

i19: lev=21 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00876
Spear. correl = -0.0103
RMSE = 0.102
Likelihood = -0.0438

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0128
Spear. correl = -0.013
RMSE = 0.287
Likelihood = -0.136

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0078
Spear. correl = -0.0113
RMSE = 0.115
Likelihood = -0.0451

Metric: T-SSIM


Prediction map
Pear. correl = -0.00925
Spear. correl = -0.0121
RMSE = 0.00689
Likelihood = -0.00246

Metric: T-FSIM


Prediction map
Pear. correl = 0.00878
Spear. correl = 0.0128
RMSE = 0.0882
Likelihood = -0.0286

Metric: T-VSI


Prediction map
Pear. correl = 0.00787
Spear. correl = 0.0103
RMSE = 0.157
Likelihood = -0.055

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00645
Spear. correl = 0.00668
RMSE = 0.0404
Likelihood = -0.0142

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00442
Spear. correl = 0.00196
RMSE = 0.0503
Likelihood = -0.0164

Metric: CNN


Prediction map
Pear. correl = 0.000185
Spear. correl = 0.000215
RMSE = 2.23e-05
Likelihood = -1.76e-07

i19: lev=42 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0064
Spear. correl = 0.00624
RMSE = 0.247
Likelihood = -0.098

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00414
Spear. correl = 0.00278
RMSE = 0.329
Likelihood = -0.145

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00354
Spear. correl = 7.25e-05
RMSE = 0.114
Likelihood = -0.0302

Metric: T-SSIM


Prediction map
Pear. correl = 0.00686
Spear. correl = 0.0121
RMSE = 0.27
Likelihood = -0.092

Metric: T-FSIM


Prediction map
Pear. correl = 0.00493
Spear. correl = 0.00613
RMSE = 0.0751
Likelihood = -0.02

Metric: T-VSI


Prediction map
Pear. correl = 0.00457
Spear. correl = 0.00494
RMSE = 0.0871
Likelihood = -0.0231

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00878
Spear. correl = 0.0129
RMSE = 0.0722
Likelihood = -0.0228

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00784
Spear. correl = 0.0122
RMSE = 0.0649
Likelihood = -0.0192

Metric: CNN


Prediction map
Pear. correl = 0.00133
Spear. correl = 0.00172
RMSE = 0.00102
Likelihood = -6.26e-05

i19: lev=43 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00615
Spear. correl = 0.00595
RMSE = 0.309
Likelihood = -0.132

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00311
Spear. correl = 0.0022
RMSE = 0.406
Likelihood = -0.197

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00377
Spear. correl = 0.000198
RMSE = 0.173
Likelihood = -0.0514

Metric: T-SSIM


Prediction map
Pear. correl = 0.00821
Spear. correl = 0.00873
RMSE = 0.387
Likelihood = -0.168

Metric: T-FSIM


Prediction map
Pear. correl = 0.00528
Spear. correl = 0.00582
RMSE = 0.119
Likelihood = -0.0349

Metric: T-VSI


Prediction map
Pear. correl = 0.00532
Spear. correl = 0.00576
RMSE = 0.142
Likelihood = -0.043

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00928
Spear. correl = 0.013
RMSE = 0.125
Likelihood = -0.0424

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0086
Spear. correl = 0.0135
RMSE = 0.127
Likelihood = -0.0408

Metric: CNN


Prediction map
Pear. correl = 0.00172
Spear. correl = 0.00278
RMSE = 0.00495
Likelihood = -0.000388

i19: lev=91 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00263
Spear. correl = 0.00216
RMSE = 0.177
Likelihood = -0.0756

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.000451
Spear. correl = -0.0012
RMSE = 0.184
Likelihood = -0.0786

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00286
Spear. correl = -0.0068
RMSE = 0.168
Likelihood = -0.0668

Metric: T-SSIM


Prediction map
Pear. correl = 0.00413
Spear. correl = 0.0015
RMSE = 0.0967
Likelihood = -0.031

Metric: T-FSIM


Prediction map
Pear. correl = -0.000173
Spear. correl = -0.00294
RMSE = 0.27
Likelihood = -0.109

Metric: T-VSI


Prediction map
Pear. correl = -0.000234
Spear. correl = -0.00312
RMSE = 0.301
Likelihood = -0.125

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00885
Spear. correl = 0.00952
RMSE = 0.109
Likelihood = -0.0427

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00254
Spear. correl = 0.00089
RMSE = 0.205
Likelihood = -0.0821

Metric: CNN


Prediction map
Pear. correl = -0.153
Spear. correl = -0.0169
RMSE = 0.012
Likelihood = -0.00233

i19: lev=101 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00751
Spear. correl = 0.00727
RMSE = 0.178
Likelihood = -0.0752

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0123
Spear. correl = -0.0125
RMSE = 0.138
Likelihood = -0.0581

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00422
Spear. correl = -0.00949
RMSE = 0.147
Likelihood = -0.0549

Metric: T-SSIM


Prediction map
Pear. correl = 0.00867
Spear. correl = 0.0103
RMSE = 0.0899
Likelihood = -0.0283

Metric: T-FSIM


Prediction map
Pear. correl = 0.0103
Spear. correl = 0.0143
RMSE = 0.109
Likelihood = -0.0376

Metric: T-VSI


Prediction map
Pear. correl = 0.00725
Spear. correl = 0.00894
RMSE = 0.151
Likelihood = -0.0544

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0199
Spear. correl = 0.015
RMSE = 0.0643
Likelihood = -0.0261

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0147
Spear. correl = 0.015
RMSE = 0.057
Likelihood = -0.0223

Metric: CNN


Prediction map
Pear. correl = 0.00072
Spear. correl = 0.00113
RMSE = 0.00138
Likelihood = -4.62e-05

i19: lev=115 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00733
Spear. correl = -0.00772
RMSE = 0.56
Likelihood = -0.338

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0055
Spear. correl = -0.00688
RMSE = 0.625
Likelihood = -0.4

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00899
Spear. correl = -0.00992
RMSE = 0.383
Likelihood = -0.181

Metric: T-SSIM


Prediction map
Pear. correl = 0.00793
Spear. correl = 0.00845
RMSE = 0.466
Likelihood = -0.255

Metric: T-FSIM


Prediction map
Pear. correl = 0.0114
Spear. correl = 0.0116
RMSE = 0.278
Likelihood = -0.102

Metric: T-VSI


Prediction map
Pear. correl = 0.0135
Spear. correl = 0.012
RMSE = 0.295
Likelihood = -0.108

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0352
Spear. correl = 0.0156
RMSE = 0.199
Likelihood = -0.0576

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0296
Spear. correl = 0.0153
RMSE = 0.0307
Likelihood = -0.00549

Metric: CNN


Prediction map
Pear. correl = -0.00224
Spear. correl = -0.00509
RMSE = 0.0215
Likelihood = -0.00225

i19: lev=245 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00805
Spear. correl = 0.00887
RMSE = 0.561
Likelihood = -0.335

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00395
Spear. correl = 0.00395
RMSE = 0.64
Likelihood = -0.416

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0108
Spear. correl = 0.0115
RMSE = 0.414
Likelihood = -0.205

Metric: T-SSIM


Prediction map
Pear. correl = -0.00246
Spear. correl = 0.00044
RMSE = 0.455
Likelihood = -0.238

Metric: T-FSIM


Prediction map
Pear. correl = 0.0204
Spear. correl = 0.0143
RMSE = 0.276
Likelihood = -0.103

Metric: T-VSI


Prediction map
Pear. correl = 0.0286
Spear. correl = 0.0154
RMSE = 0.256
Likelihood = -0.0897

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0369
Spear. correl = 0.0155
RMSE = 0.2
Likelihood = -0.0616

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.043
Spear. correl = 0.0155
RMSE = 0.0424
Likelihood = -0.00786

Metric: CNN


Prediction map
Pear. correl = -0.00229
Spear. correl = -0.00502
RMSE = 0.0177
Likelihood = -0.00187

i20: lev=41 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0062
Spear. correl = 0.00363
RMSE = 0.178
Likelihood = -0.0545

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00317
Spear. correl = -0.00143
RMSE = 0.272
Likelihood = -0.0973

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00354
Spear. correl = 0.0054
RMSE = 0.128
Likelihood = -0.0253

Metric: T-SSIM


Prediction map
Pear. correl = 0.00527
Spear. correl = 0.00857
RMSE = 0.185
Likelihood = -0.0486

Metric: T-FSIM


Prediction map
Pear. correl = 0.00364
Spear. correl = 0.0105
RMSE = 0.0731
Likelihood = -0.0129

Metric: T-VSI


Prediction map
Pear. correl = 0.00426
Spear. correl = 0.0039
RMSE = 0.0867
Likelihood = -0.0184

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00739
Spear. correl = 0.0101
RMSE = 0.0549
Likelihood = -0.015

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0067
Spear. correl = 0.0101
RMSE = 0.0273
Likelihood = -0.00689

Metric: CNN


Prediction map
Pear. correl = -0.0179
Spear. correl = -0.0206
RMSE = 0.00536
Likelihood = -0.000697

i20: lev=91 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00211
Spear. correl = -0.00429
RMSE = 0.177
Likelihood = -0.0764

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.001
Spear. correl = -0.00371
RMSE = 0.179
Likelihood = -0.0715

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0102
Spear. correl = -0.013
RMSE = 0.229
Likelihood = -0.0967

Metric: T-SSIM


Prediction map
Pear. correl = 0.00668
Spear. correl = 0.0105
RMSE = 0.1
Likelihood = -0.028

Metric: T-FSIM


Prediction map
Pear. correl = 0.00758
Spear. correl = 0.0148
RMSE = 0.179
Likelihood = -0.0577

Metric: T-VSI


Prediction map
Pear. correl = 0.00699
Spear. correl = 0.00998
RMSE = 0.227
Likelihood = -0.0842

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0148
Spear. correl = 0.0151
RMSE = 0.159
Likelihood = -0.066

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0117
Spear. correl = 0.0156
RMSE = 0.11
Likelihood = -0.0385

Metric: CNN


Prediction map
Pear. correl = 0.00126
Spear. correl = 0.00227
RMSE = 0.00188
Likelihood = -0.000109

i20: lev=115 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00955
Spear. correl = 0.00883
RMSE = 0.707
Likelihood = -0.585

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00891
Spear. correl = 0.00848
RMSE = 0.639
Likelihood = -0.441

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00911
Spear. correl = 0.00882
RMSE = 0.445
Likelihood = -0.226

Metric: T-SSIM


Prediction map
Pear. correl = 0.0093
Spear. correl = 0.0108
RMSE = 0.712
Likelihood = -0.634

Metric: T-FSIM


Prediction map
Pear. correl = 0.0202
Spear. correl = 0.0147
RMSE = 0.404
Likelihood = -0.19

Metric: T-VSI


Prediction map
Pear. correl = 0.0125
Spear. correl = 0.0132
RMSE = 0.564
Likelihood = -0.349

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0144
Spear. correl = 0.0162
RMSE = 0.534
Likelihood = -0.331

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0152
Spear. correl = 0.0155
RMSE = 0.513
Likelihood = -0.325

Metric: CNN


Prediction map
Pear. correl = 0.0182
Spear. correl = 0.0144
RMSE = 0.324
Likelihood = -0.118

i20: lev=201 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00811
Spear. correl = 0.00604
RMSE = 0.211
Likelihood = -0.0791

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00418
Spear. correl = 0.00473
RMSE = 0.179
Likelihood = -0.0753

Metric: T-sCIELab


Prediction map
Pear. correl = 8.13e-05
Spear. correl = -0.00532
RMSE = 0.126
Likelihood = -0.0399

Metric: T-SSIM


Prediction map
Pear. correl = 0.00811
Spear. correl = 0.0105
RMSE = 0.214
Likelihood = -0.0714

Metric: T-FSIM


Prediction map
Pear. correl = 0.00428
Spear. correl = 0.00239
RMSE = 0.162
Likelihood = -0.0547

Metric: T-VSI


Prediction map
Pear. correl = 0.00494
Spear. correl = 0.00343
RMSE = 0.197
Likelihood = -0.0723

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0122
Spear. correl = 0.0149
RMSE = 0.107
Likelihood = -0.039

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0167
Spear. correl = 0.0153
RMSE = 0.117
Likelihood = -0.0457

Metric: CNN


Prediction map
Pear. correl = 0.00196
Spear. correl = 0.0022
RMSE = 0.000985
Likelihood = -8.79e-05

i20: lev=245 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0105
Spear. correl = 0.0105
RMSE = 0.669
Likelihood = -0.498

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0114
Spear. correl = 0.0138
RMSE = 0.655
Likelihood = -0.447

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0184
Spear. correl = 0.0144
RMSE = 0.426
Likelihood = -0.208

Metric: T-SSIM


Prediction map
Pear. correl = 0.00928
Spear. correl = 0.00822
RMSE = 0.704
Likelihood = -0.595

Metric: T-FSIM


Prediction map
Pear. correl = 0.0167
Spear. correl = 0.0132
RMSE = 0.405
Likelihood = -0.187

Metric: T-VSI


Prediction map
Pear. correl = 0.011
Spear. correl = 0.00943
RMSE = 0.451
Likelihood = -0.225

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0216
Spear. correl = 0.016
RMSE = 0.376
Likelihood = -0.153

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0876
Spear. correl = 0.0163
RMSE = 0.094
Likelihood = -0.014

Metric: CNN


Prediction map
Pear. correl = -0.00244
Spear. correl = -0.00636
RMSE = 0.053
Likelihood = -0.00647

i21: lev=41 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00626
Spear. correl = 0.0033
RMSE = 0.181
Likelihood = -0.0649

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00657
Spear. correl = 0.00314
RMSE = 0.274
Likelihood = -0.108

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00376
Spear. correl = 0.00117
RMSE = 0.0697
Likelihood = -0.0177

Metric: T-SSIM


Prediction map
Pear. correl = 0.00626
Spear. correl = 0.00955
RMSE = 0.138
Likelihood = -0.0374

Metric: T-FSIM


Prediction map
Pear. correl = 0.00585
Spear. correl = 0.0126
RMSE = 0.0405
Likelihood = -0.0103

Metric: T-VSI


Prediction map
Pear. correl = 0.0056
Spear. correl = 0.0082
RMSE = 0.0468
Likelihood = -0.012

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0103
Spear. correl = 0.00865
RMSE = 0.0328
Likelihood = -0.0106

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00967
Spear. correl = 0.0121
RMSE = 0.0289
Likelihood = -0.00892

Metric: CNN


Prediction map
Pear. correl = -0.136
Spear. correl = -0.0812
RMSE = 0.000261
Likelihood = -1.03e-05

i21: lev=85 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0181
Spear. correl = -0.0156
RMSE = 0.653
Likelihood = -0.46

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0258
Spear. correl = -0.0156
RMSE = 0.748
Likelihood = -0.592

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0156
Spear. correl = -0.0155
RMSE = 0.656
Likelihood = -0.487

Metric: T-SSIM


Prediction map
Pear. correl = 0.00314
Spear. correl = 0.00186
RMSE = 0.651
Likelihood = -0.526

Metric: T-FSIM


Prediction map
Pear. correl = -0.00684
Spear. correl = -0.00535
RMSE = 0.44
Likelihood = -0.213

Metric: T-VSI


Prediction map
Pear. correl = -0.00614
Spear. correl = -0.00258
RMSE = 0.427
Likelihood = -0.199

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0148
Spear. correl = 0.0112
RMSE = 0.392
Likelihood = -0.164

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.00185
Spear. correl = 0.00757
RMSE = 0.241
Likelihood = -0.0668

Metric: CNN


Prediction map
Pear. correl = -0.00442
Spear. correl = 0.00382
RMSE = 0.407
Likelihood = -0.196

i21: lev=95 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00513
Spear. correl = 0.00445
RMSE = 0.579
Likelihood = -0.358

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00723
Spear. correl = 0.00793
RMSE = 0.547
Likelihood = -0.322

Metric: T-sCIELab


Prediction map
Pear. correl = -0.000213
Spear. correl = 0.00198
RMSE = 0.347
Likelihood = -0.152

Metric: T-SSIM


Prediction map
Pear. correl = 0.00692
Spear. correl = 0.00574
RMSE = 0.538
Likelihood = -0.328

Metric: T-FSIM


Prediction map
Pear. correl = 0.00704
Spear. correl = 0.00829
RMSE = 0.388
Likelihood = -0.172

Metric: T-VSI


Prediction map
Pear. correl = 0.0139
Spear. correl = 0.0118
RMSE = 0.341
Likelihood = -0.135

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0286
Spear. correl = 0.0162
RMSE = 0.261
Likelihood = -0.0841

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0665
Spear. correl = 0.016
RMSE = 0.0412
Likelihood = -0.00799

Metric: CNN


Prediction map
Pear. correl = -0.00127
Spear. correl = -0.00236
RMSE = 0.0172
Likelihood = -0.00106

i21: lev=101 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.008
Spear. correl = 0.00762
RMSE = 0.192
Likelihood = -0.0792

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00534
Spear. correl = 0.00507
RMSE = 0.156
Likelihood = -0.0646

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00245
Spear. correl = 0.00051
RMSE = 0.141
Likelihood = -0.054

Metric: T-SSIM


Prediction map
Pear. correl = 0.00798
Spear. correl = 0.00684
RMSE = 0.129
Likelihood = -0.04

Metric: T-FSIM


Prediction map
Pear. correl = 0.0028
Spear. correl = 0.00115
RMSE = 0.101
Likelihood = -0.0362

Metric: T-VSI


Prediction map
Pear. correl = 0.0107
Spear. correl = 0.0156
RMSE = 0.166
Likelihood = -0.0605

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0317
Spear. correl = 0.0151
RMSE = 0.0718
Likelihood = -0.0301

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0155
Spear. correl = 0.0156
RMSE = 0.0773
Likelihood = -0.0304

Metric: CNN


Prediction map
Pear. correl = 0.00118
Spear. correl = 0.00173
RMSE = 0.00513
Likelihood = -0.000281

i21: lev=105 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00731
Spear. correl = 0.00768
RMSE = 0.588
Likelihood = -0.37

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0017
Spear. correl = 0.00298
RMSE = 0.43
Likelihood = -0.223

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00192
Spear. correl = 0.00238
RMSE = 0.16
Likelihood = -0.0485

Metric: T-SSIM


Prediction map
Pear. correl = 0.00163
Spear. correl = 0.00376
RMSE = 0.51
Likelihood = -0.303

Metric: T-FSIM


Prediction map
Pear. correl = 0.00819
Spear. correl = 0.00804
RMSE = 0.409
Likelihood = -0.191

Metric: T-VSI


Prediction map
Pear. correl = 0.0051
Spear. correl = 0.0079
RMSE = 0.242
Likelihood = -0.0876

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0496
Spear. correl = 0.0153
RMSE = 0.141
Likelihood = -0.034

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0166
Spear. correl = 0.0138
RMSE = 0.119
Likelihood = -0.0241

Metric: CNN


Prediction map
Pear. correl = -0.00102
Spear. correl = -0.00191
RMSE = 0.0145
Likelihood = -0.000721

i21: lev=115 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0124
Spear. correl = 0.0134
RMSE = 0.608
Likelihood = -0.395

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0144
Spear. correl = 0.0144
RMSE = 0.609
Likelihood = -0.387

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0204
Spear. correl = 0.015
RMSE = 0.384
Likelihood = -0.18

Metric: T-SSIM


Prediction map
Pear. correl = 0.0112
Spear. correl = 0.00849
RMSE = 0.576
Likelihood = -0.393

Metric: T-FSIM


Prediction map
Pear. correl = 0.00992
Spear. correl = 0.00895
RMSE = 0.42
Likelihood = -0.196

Metric: T-VSI


Prediction map
Pear. correl = 0.0123
Spear. correl = 0.00997
RMSE = 0.411
Likelihood = -0.186

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0293
Spear. correl = 0.0162
RMSE = 0.267
Likelihood = -0.0864

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0245
Spear. correl = 0.0148
RMSE = 0.145
Likelihood = -0.0292

Metric: CNN


Prediction map
Pear. correl = -0.00183
Spear. correl = -0.00381
RMSE = 0.00825
Likelihood = -0.000694

i21: lev=245 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0139
Spear. correl = 0.0148
RMSE = 0.587
Likelihood = -0.365

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00234
Spear. correl = 0.00235
RMSE = 0.618
Likelihood = -0.397

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00185
Spear. correl = -0.000275
RMSE = 0.402
Likelihood = -0.193

Metric: T-SSIM


Prediction map
Pear. correl = 0.0112
Spear. correl = 0.00952
RMSE = 0.537
Likelihood = -0.324

Metric: T-FSIM


Prediction map
Pear. correl = 0.0187
Spear. correl = 0.0136
RMSE = 0.303
Likelihood = -0.112

Metric: T-VSI


Prediction map
Pear. correl = 0.0253
Spear. correl = 0.015
RMSE = 0.271
Likelihood = -0.093

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0348
Spear. correl = 0.0162
RMSE = 0.213
Likelihood = -0.0637

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0674
Spear. correl = 0.0165
RMSE = 0.0242
Likelihood = -0.00374

Metric: CNN


Prediction map
Pear. correl = -0.00149
Spear. correl = -0.00236
RMSE = 0.00251
Likelihood = -0.000171

i22: lev=11 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0187
Spear. correl = -0.015
RMSE = 0.283
Likelihood = -0.134

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00333
Spear. correl = 0.00456
RMSE = 0.407
Likelihood = -0.21

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00374
Spear. correl = -0.00795
RMSE = 0.163
Likelihood = -0.0664

Metric: T-SSIM


Prediction map
Pear. correl = 0.0011
Spear. correl = 0.000553
RMSE = 0.189
Likelihood = -0.0841

Metric: T-FSIM


Prediction map
Pear. correl = 0.012
Spear. correl = 0.0152
RMSE = 0.269
Likelihood = -0.111

Metric: T-VSI


Prediction map
Pear. correl = 0.0161
Spear. correl = 0.0156
RMSE = 0.303
Likelihood = -0.137

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0191
Spear. correl = 0.0156
RMSE = 0.0977
Likelihood = -0.0392

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0132
Spear. correl = 0.0156
RMSE = 0.185
Likelihood = -0.0765

Metric: CNN


Prediction map
Pear. correl = 0.00184
Spear. correl = 0.00227
RMSE = 0.00106
Likelihood = -8.88e-05

i22: lev=22 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0105
Spear. correl = -0.0117
RMSE = 0.208
Likelihood = -0.0944

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0119
Spear. correl = 0.012
RMSE = 0.523
Likelihood = -0.298

Metric: T-sCIELab


Prediction map
Pear. correl = -0.000769
Spear. correl = -0.00422
RMSE = 0.212
Likelihood = -0.0893

Metric: T-SSIM


Prediction map
Pear. correl = 0.00198
Spear. correl = 0.00158
RMSE = 0.0906
Likelihood = -0.0376

Metric: T-FSIM


Prediction map
Pear. correl = 0.00736
Spear. correl = 0.00871
RMSE = 0.167
Likelihood = -0.0611

Metric: T-VSI


Prediction map
Pear. correl = 0.0129
Spear. correl = 0.0146
RMSE = 0.291
Likelihood = -0.132

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.018
Spear. correl = 0.0156
RMSE = 0.0811
Likelihood = -0.0319

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0125
Spear. correl = 0.0156
RMSE = 0.0976
Likelihood = -0.0378

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i22: lev=41 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0113
Spear. correl = -0.012
RMSE = 0.257
Likelihood = -0.106

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.012
Spear. correl = -0.012
RMSE = 0.347
Likelihood = -0.156

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0202
Spear. correl = -0.0146
RMSE = 0.0851
Likelihood = -0.0179

Metric: T-SSIM


Prediction map
Pear. correl = -0.00188
Spear. correl = -0.00664
RMSE = 0.21
Likelihood = -0.0684

Metric: T-FSIM


Prediction map
Pear. correl = -0.00574
Spear. correl = -0.0111
RMSE = 0.0551
Likelihood = -0.0147

Metric: T-VSI


Prediction map
Pear. correl = -0.0168
Spear. correl = -0.0139
RMSE = 0.0892
Likelihood = -0.0284

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00755
Spear. correl = 0.00953
RMSE = 0.0401
Likelihood = -0.0139

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.00186
Spear. correl = -0.0046
RMSE = 0.0311
Likelihood = -0.0106

Metric: CNN


Prediction map
Pear. correl = -0.0139
Spear. correl = -0.0211
RMSE = 0.0022
Likelihood = -0.000296

i22: lev=91 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00118
Spear. correl = -0.00109
RMSE = 0.277
Likelihood = -0.127

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00296
Spear. correl = 0.00219
RMSE = 0.281
Likelihood = -0.125

Metric: T-sCIELab


Prediction map
Pear. correl = 0.000438
Spear. correl = -0.00114
RMSE = 0.21
Likelihood = -0.0868

Metric: T-SSIM


Prediction map
Pear. correl = -0.00347
Spear. correl = -0.00362
RMSE = 0.215
Likelihood = -0.0877

Metric: T-FSIM


Prediction map
Pear. correl = 0.0133
Spear. correl = 0.0153
RMSE = 0.334
Likelihood = -0.15

Metric: T-VSI


Prediction map
Pear. correl = 0.0133
Spear. correl = 0.0148
RMSE = 0.354
Likelihood = -0.168

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0269
Spear. correl = 0.0156
RMSE = 0.126
Likelihood = -0.0534

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.016
Spear. correl = 0.0152
RMSE = 0.231
Likelihood = -0.103

Metric: CNN


Prediction map
Pear. correl = 0.00276
Spear. correl = 0.00376
RMSE = 0.00315
Likelihood = -0.000387

i22: lev=115 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00193
Spear. correl = -0.0016
RMSE = 0.427
Likelihood = -0.214

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00825
Spear. correl = 0.00958
RMSE = 0.396
Likelihood = -0.191

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0106
Spear. correl = 0.012
RMSE = 0.158
Likelihood = -0.046

Metric: T-SSIM


Prediction map
Pear. correl = 0.00131
Spear. correl = 0.00515
RMSE = 0.359
Likelihood = -0.162

Metric: T-FSIM


Prediction map
Pear. correl = 0.0169
Spear. correl = 0.014
RMSE = 0.171
Likelihood = -0.0402

Metric: T-VSI


Prediction map
Pear. correl = 0.0183
Spear. correl = 0.0133
RMSE = 0.268
Likelihood = -0.0892

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0499
Spear. correl = 0.0178
RMSE = 0.136
Likelihood = -0.0249

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0153
Spear. correl = 0.0175
RMSE = 0.0809
Likelihood = -0.00942

Metric: CNN


Prediction map
Pear. correl = -0.00108
Spear. correl = -0.0019
RMSE = 0.00246
Likelihood = -0.000123

i22: lev=161 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.000387
Spear. correl = -0.000788
RMSE = 0.49
Likelihood = -0.272

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0041
Spear. correl = 0.00954
RMSE = 0.171
Likelihood = -0.0765

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00671
Spear. correl = 0.011
RMSE = 0.491
Likelihood = -0.275

Metric: T-SSIM


Prediction map
Pear. correl = 0.00908
Spear. correl = 0.00858
RMSE = 0.581
Likelihood = -0.352

Metric: T-FSIM


Prediction map
Pear. correl = -0.0272
Spear. correl = -0.0447
RMSE = 0.00658
Likelihood = -0.000424

Metric: T-VSI


Prediction map
Pear. correl = -0.0314
Spear. correl = -0.0156
RMSE = 0.0137
Likelihood = -0.00317

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0361
Spear. correl = 0.0155
RMSE = 0.523
Likelihood = -0.298

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.000624
Spear. correl = -0.00852
RMSE = 0.0851
Likelihood = -0.0235

Metric: CNN


Prediction map
Pear. correl = 0.00126
Spear. correl = 0.00187
RMSE = 0.00198
Likelihood = -0.000115

i22: lev=245 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00758
Spear. correl = -0.00854
RMSE = 0.432
Likelihood = -0.218

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00297
Spear. correl = -0.00257
RMSE = 0.383
Likelihood = -0.182

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00588
Spear. correl = -0.008
RMSE = 0.167
Likelihood = -0.0465

Metric: T-SSIM


Prediction map
Pear. correl = -0.00523
Spear. correl = -0.00402
RMSE = 0.369
Likelihood = -0.169

Metric: T-FSIM


Prediction map
Pear. correl = 0.0187
Spear. correl = 0.0139
RMSE = 0.165
Likelihood = -0.0394

Metric: T-VSI


Prediction map
Pear. correl = 0.0116
Spear. correl = 0.0114
RMSE = 0.251
Likelihood = -0.0811

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0515
Spear. correl = 0.0174
RMSE = 0.131
Likelihood = -0.0235

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0322
Spear. correl = 0.0177
RMSE = 0.0395
Likelihood = -0.00529

Metric: CNN


Prediction map
Pear. correl = -0.000931
Spear. correl = -0.00182
RMSE = 0.00251
Likelihood = -0.000108

i23: lev=21 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0191
Spear. correl = 0.0153
RMSE = 0.101
Likelihood = -0.043

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00844
Spear. correl = -0.00895
RMSE = 0.281
Likelihood = -0.127

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00262
Spear. correl = -0.0073
RMSE = 0.115
Likelihood = -0.0447

Metric: T-SSIM


Prediction map
Pear. correl = -0.00298
Spear. correl = -0.00656
RMSE = 0.00941
Likelihood = -0.00352

Metric: T-FSIM


Prediction map
Pear. correl = 0.00916
Spear. correl = 0.0134
RMSE = 0.0767
Likelihood = -0.0254

Metric: T-VSI


Prediction map
Pear. correl = 0.00449
Spear. correl = 0.00376
RMSE = 0.172
Likelihood = -0.0651

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0166
Spear. correl = 0.0139
RMSE = 0.0652
Likelihood = -0.0261

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00676
Spear. correl = 0.00658
RMSE = 0.0876
Likelihood = -0.0304

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i23: lev=91 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00252
Spear. correl = -0.00601
RMSE = 0.142
Likelihood = -0.0563

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00614
Spear. correl = -0.0102
RMSE = 0.142
Likelihood = -0.0509

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00514
Spear. correl = -0.00928
RMSE = 0.158
Likelihood = -0.0593

Metric: T-SSIM


Prediction map
Pear. correl = 0.00615
Spear. correl = 0.0102
RMSE = 0.0589
Likelihood = -0.0152

Metric: T-FSIM


Prediction map
Pear. correl = 0.0096
Spear. correl = 0.0154
RMSE = 0.227
Likelihood = -0.0845

Metric: T-VSI


Prediction map
Pear. correl = 0.009
Spear. correl = 0.0141
RMSE = 0.256
Likelihood = -0.0994

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0216
Spear. correl = 0.0155
RMSE = 0.114
Likelihood = -0.0475

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0145
Spear. correl = 0.0144
RMSE = 0.172
Likelihood = -0.0724

Metric: CNN


Prediction map
Pear. correl = 0.00209
Spear. correl = 0.00288
RMSE = 0.00143
Likelihood = -0.000136

i23: lev=102 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00911
Spear. correl = 0.015
RMSE = 0.168
Likelihood = -0.0646

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00641
Spear. correl = -0.00954
RMSE = 0.158
Likelihood = -0.0592

Metric: T-sCIELab


Prediction map
Pear. correl = -0.000769
Spear. correl = -0.00443
RMSE = 0.209
Likelihood = -0.0833

Metric: T-SSIM


Prediction map
Pear. correl = 0.00451
Spear. correl = 0.00387
RMSE = 0.109
Likelihood = -0.0256

Metric: T-FSIM


Prediction map
Pear. correl = 0.0107
Spear. correl = 0.0148
RMSE = 0.153
Likelihood = -0.0566

Metric: T-VSI


Prediction map
Pear. correl = 0.00709
Spear. correl = 0.0093
RMSE = 0.251
Likelihood = -0.101

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0302
Spear. correl = 0.0155
RMSE = 0.124
Likelihood = -0.0529

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.015
Spear. correl = 0.0151
RMSE = 0.138
Likelihood = -0.0576

Metric: CNN


Prediction map
Pear. correl = 0.00185
Spear. correl = 0.00375
RMSE = 0.0206
Likelihood = -0.00181

i23: lev=105 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0148
Spear. correl = 0.0139
RMSE = 0.576
Likelihood = -0.356

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00779
Spear. correl = -0.0084
RMSE = 0.492
Likelihood = -0.272

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00605
Spear. correl = -0.014
RMSE = 0.16
Likelihood = -0.0448

Metric: T-SSIM


Prediction map
Pear. correl = 0.00476
Spear. correl = 0.00565
RMSE = 0.573
Likelihood = -0.369

Metric: T-FSIM


Prediction map
Pear. correl = 0.0239
Spear. correl = 0.015
RMSE = 0.313
Likelihood = -0.115

Metric: T-VSI


Prediction map
Pear. correl = 0.00982
Spear. correl = 0.0112
RMSE = 0.216
Likelihood = -0.0688

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0496
Spear. correl = 0.0153
RMSE = 0.14
Likelihood = -0.033

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0264
Spear. correl = 0.015
RMSE = 0.041
Likelihood = -0.00984

Metric: CNN


Prediction map
Pear. correl = -0.000416
Spear. correl = -0.000721
RMSE = 0.000222
Likelihood = -4.29e-06

i23: lev=115 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00972
Spear. correl = -0.0094
RMSE = 0.594
Likelihood = -0.373

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00804
Spear. correl = -0.00873
RMSE = 0.54
Likelihood = -0.315

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00662
Spear. correl = -0.00997
RMSE = 0.212
Likelihood = -0.0664

Metric: T-SSIM


Prediction map
Pear. correl = -0.00201
Spear. correl = -0.00225
RMSE = 0.628
Likelihood = -0.441

Metric: T-FSIM


Prediction map
Pear. correl = 0.0115
Spear. correl = 0.0115
RMSE = 0.281
Likelihood = -0.0944

Metric: T-VSI


Prediction map
Pear. correl = 0.00268
Spear. correl = 0.00504
RMSE = 0.402
Likelihood = -0.179

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0462
Spear. correl = 0.0164
RMSE = 0.152
Likelihood = -0.0344

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0125
Spear. correl = 0.0145
RMSE = 0.0753
Likelihood = -0.0125

Metric: CNN


Prediction map
Pear. correl = -0.000936
Spear. correl = -0.00238
RMSE = 0.00418
Likelihood = -0.000183

i23: lev=125 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0108
Spear. correl = 0.0155
RMSE = 0.697
Likelihood = -0.519

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00962
Spear. correl = 0.0137
RMSE = 0.708
Likelihood = -0.53

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0136
Spear. correl = 0.0143
RMSE = 0.575
Likelihood = -0.371

Metric: T-SSIM


Prediction map
Pear. correl = 0.00945
Spear. correl = 0.0137
RMSE = 0.713
Likelihood = -0.602

Metric: T-FSIM


Prediction map
Pear. correl = 0.0148
Spear. correl = 0.0151
RMSE = 0.521
Likelihood = -0.296

Metric: T-VSI


Prediction map
Pear. correl = 0.016
Spear. correl = 0.0156
RMSE = 0.501
Likelihood = -0.286

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0149
Spear. correl = 0.0156
RMSE = 0.539
Likelihood = -0.328

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0192
Spear. correl = 0.0155
RMSE = 0.426
Likelihood = -0.209

Metric: CNN


Prediction map
Pear. correl = 0.022
Spear. correl = 0.0171
RMSE = 0.382
Likelihood = -0.176

i23: lev=205 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00402
Spear. correl = -0.00505
RMSE = 0.565
Likelihood = -0.338

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00429
Spear. correl = -0.00517
RMSE = 0.558
Likelihood = -0.329

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00808
Spear. correl = -0.0109
RMSE = 0.261
Likelihood = -0.0953

Metric: T-SSIM


Prediction map
Pear. correl = 0.00444
Spear. correl = 0.00381
RMSE = 0.569
Likelihood = -0.35

Metric: T-FSIM


Prediction map
Pear. correl = 0.0116
Spear. correl = 0.0108
RMSE = 0.365
Likelihood = -0.155

Metric: T-VSI


Prediction map
Pear. correl = 0.00581
Spear. correl = 0.00689
RMSE = 0.418
Likelihood = -0.194

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0392
Spear. correl = 0.0153
RMSE = 0.185
Likelihood = -0.0562

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.025
Spear. correl = 0.0152
RMSE = 0.0244
Likelihood = -0.00509

Metric: CNN


Prediction map
Pear. correl = -0.0012
Spear. correl = -0.00198
RMSE = 0.011
Likelihood = -0.000625

i23: lev=215 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00419
Spear. correl = 0.00429
RMSE = 0.445
Likelihood = -0.232

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00856
Spear. correl = -0.00969
RMSE = 0.391
Likelihood = -0.197

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00528
Spear. correl = 0.00884
RMSE = 0.191
Likelihood = -0.0607

Metric: T-SSIM


Prediction map
Pear. correl = -0.00213
Spear. correl = -0.00271
RMSE = 0.349
Likelihood = -0.159

Metric: T-FSIM


Prediction map
Pear. correl = 0.0179
Spear. correl = 0.0137
RMSE = 0.202
Likelihood = -0.063

Metric: T-VSI


Prediction map
Pear. correl = 0.018
Spear. correl = 0.0138
RMSE = 0.173
Likelihood = -0.0516

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0456
Spear. correl = 0.0155
RMSE = 0.171
Likelihood = -0.0526

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0471
Spear. correl = 0.0156
RMSE = 0.038
Likelihood = -0.00787

Metric: CNN


Prediction map
Pear. correl = 0.0145
Spear. correl = 0.0288
RMSE = 0.0111
Likelihood = -0.000778

i23: lev=244 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00305
Spear. correl = 0.000896
RMSE = 0.687
Likelihood = -0.485

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00153
Spear. correl = -0.00473
RMSE = 0.702
Likelihood = -0.503

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0019
Spear. correl = -0.00131
RMSE = 0.437
Likelihood = -0.218

Metric: T-SSIM


Prediction map
Pear. correl = 0.00879
Spear. correl = 0.0114
RMSE = 0.734
Likelihood = -0.595

Metric: T-FSIM


Prediction map
Pear. correl = 0.0187
Spear. correl = 0.0142
RMSE = 0.379
Likelihood = -0.164

Metric: T-VSI


Prediction map
Pear. correl = 0.0134
Spear. correl = 0.0116
RMSE = 0.408
Likelihood = -0.186

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0268
Spear. correl = 0.0156
RMSE = 0.333
Likelihood = -0.141

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0332
Spear. correl = 0.0153
RMSE = 0.0725
Likelihood = -0.0193

Metric: CNN


Prediction map
Pear. correl = -0.000941
Spear. correl = -0.00284
RMSE = 0.00788
Likelihood = -0.000352

i23: lev=245 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00983
Spear. correl = -0.00981
RMSE = 0.575
Likelihood = -0.351

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00386
Spear. correl = -0.00458
RMSE = 0.556
Likelihood = -0.33

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00589
Spear. correl = -0.00492
RMSE = 0.23
Likelihood = -0.0753

Metric: T-SSIM


Prediction map
Pear. correl = -0.00685
Spear. correl = -0.0064
RMSE = 0.607
Likelihood = -0.408

Metric: T-FSIM


Prediction map
Pear. correl = 0.00788
Spear. correl = 0.0101
RMSE = 0.289
Likelihood = -0.0998

Metric: T-VSI


Prediction map
Pear. correl = 0.00478
Spear. correl = 0.00703
RMSE = 0.362
Likelihood = -0.149

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0461
Spear. correl = 0.0159
RMSE = 0.149
Likelihood = -0.0342

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0344
Spear. correl = 0.0159
RMSE = 0.0283
Likelihood = -0.00486

Metric: CNN


Prediction map
Pear. correl = -0.00138
Spear. correl = -0.0025
RMSE = 0.00304
Likelihood = -0.000193

i24: lev=11 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0208
Spear. correl = 0.0154
RMSE = 0.204
Likelihood = -0.0924

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0251
Spear. correl = 0.0153
RMSE = 0.365
Likelihood = -0.183

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00849
Spear. correl = 0.0119
RMSE = 0.134
Likelihood = -0.0543

Metric: T-SSIM


Prediction map
Pear. correl = 0.0246
Spear. correl = 0.0155
RMSE = 0.146
Likelihood = -0.0633

Metric: T-FSIM


Prediction map
Pear. correl = 0.0111
Spear. correl = 0.0155
RMSE = 0.21
Likelihood = -0.0797

Metric: T-VSI


Prediction map
Pear. correl = 0.0125
Spear. correl = 0.0156
RMSE = 0.283
Likelihood = -0.119

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0173
Spear. correl = 0.0145
RMSE = 0.108
Likelihood = -0.0443

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0157
Spear. correl = 0.0156
RMSE = 0.147
Likelihood = -0.0584

Metric: CNN


Prediction map
Pear. correl = 0.000244
Spear. correl = 0.000282
RMSE = 3.08e-05
Likelihood = -3.34e-07

i24: lev=21 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00398
Spear. correl = -0.00541
RMSE = 0.107
Likelihood = -0.0459

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0225
Spear. correl = 0.0151
RMSE = 0.363
Likelihood = -0.182

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00547
Spear. correl = 0.0067
RMSE = 0.112
Likelihood = -0.0435

Metric: T-SSIM


Prediction map
Pear. correl = 0.0111
Spear. correl = 0.013
RMSE = 0.0261
Likelihood = -0.0104

Metric: T-FSIM


Prediction map
Pear. correl = 0.00873
Spear. correl = 0.014
RMSE = 0.0709
Likelihood = -0.0227

Metric: T-VSI


Prediction map
Pear. correl = 0.0102
Spear. correl = 0.0145
RMSE = 0.161
Likelihood = -0.0605

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0116
Spear. correl = 0.0117
RMSE = 0.0465
Likelihood = -0.0183

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0129
Spear. correl = 0.0153
RMSE = 0.0324
Likelihood = -0.0117

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i24: lev=22 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.012
Spear. correl = -0.0128
RMSE = 0.148
Likelihood = -0.0649

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.022
Spear. correl = 0.0149
RMSE = 0.464
Likelihood = -0.251

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00419
Spear. correl = 0.00397
RMSE = 0.18
Likelihood = -0.0742

Metric: T-SSIM


Prediction map
Pear. correl = 0.0165
Spear. correl = 0.0151
RMSE = 0.0669
Likelihood = -0.0275

Metric: T-FSIM


Prediction map
Pear. correl = 0.00929
Spear. correl = 0.0143
RMSE = 0.126
Likelihood = -0.0431

Metric: T-VSI


Prediction map
Pear. correl = 0.0118
Spear. correl = 0.015
RMSE = 0.271
Likelihood = -0.115

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0113
Spear. correl = 0.0116
RMSE = 0.0871
Likelihood = -0.0353

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0144
Spear. correl = 0.0156
RMSE = 0.071
Likelihood = -0.0264

Metric: CNN


Prediction map
Pear. correl = 1
Spear. correl = 1
RMSE = 0
Likelihood = 0

i24: lev=41 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00951
Spear. correl = -0.0115
RMSE = 0.187
Likelihood = -0.0719

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0088
Spear. correl = -0.0106
RMSE = 0.299
Likelihood = -0.132

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0353
Spear. correl = -0.0151
RMSE = 0.0885
Likelihood = -0.0168

Metric: T-SSIM


Prediction map
Pear. correl = 0.0062
Spear. correl = 0.00919
RMSE = 0.159
Likelihood = -0.0463

Metric: T-FSIM


Prediction map
Pear. correl = -0.0047
Spear. correl = -0.0114
RMSE = 0.0395
Likelihood = -0.00969

Metric: T-VSI


Prediction map
Pear. correl = -0.0186
Spear. correl = -0.0144
RMSE = 0.061
Likelihood = -0.0156

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.00665
Spear. correl = 0.0122
RMSE = 0.0459
Likelihood = -0.0153

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00256
Spear. correl = -0.00386
RMSE = 0.0264
Likelihood = -0.00744

Metric: CNN


Prediction map
Pear. correl = -0.00948
Spear. correl = -0.046
RMSE = 0.00355
Likelihood = -0.000195

i24: lev=102 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00709
Spear. correl = -0.00914
RMSE = 0.242
Likelihood = -0.104

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0251
Spear. correl = -0.0152
RMSE = 0.238
Likelihood = -0.104

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0257
Spear. correl = -0.015
RMSE = 0.233
Likelihood = -0.0962

Metric: T-SSIM


Prediction map
Pear. correl = 0.00438
Spear. correl = 0.00352
RMSE = 0.235
Likelihood = -0.0908

Metric: T-FSIM


Prediction map
Pear. correl = 0.00736
Spear. correl = 0.00858
RMSE = 0.182
Likelihood = -0.0702

Metric: T-VSI


Prediction map
Pear. correl = 0.00258
Spear. correl = 0.000534
RMSE = 0.275
Likelihood = -0.117

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0287
Spear. correl = 0.0151
RMSE = 0.142
Likelihood = -0.0618

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0274
Spear. correl = 0.0156
RMSE = 0.129
Likelihood = -0.0554

Metric: CNN


Prediction map
Pear. correl = 0.00118
Spear. correl = 0.00178
RMSE = 0.00351
Likelihood = -0.000191

i24: lev=105 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0119
Spear. correl = -0.0129
RMSE = 0.547
Likelihood = -0.325

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00638
Spear. correl = 0.00909
RMSE = 0.452
Likelihood = -0.242

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00528
Spear. correl = 0.011
RMSE = 0.124
Likelihood = -0.0336

Metric: T-SSIM


Prediction map
Pear. correl = 0.0224
Spear. correl = 0.0149
RMSE = 0.445
Likelihood = -0.238

Metric: T-FSIM


Prediction map
Pear. correl = 0.0318
Spear. correl = 0.0154
RMSE = 0.233
Likelihood = -0.0803

Metric: T-VSI


Prediction map
Pear. correl = 0.0286
Spear. correl = 0.0149
RMSE = 0.169
Likelihood = -0.0496

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0595
Spear. correl = 0.0156
RMSE = 0.134
Likelihood = -0.0301

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.173
Spear. correl = 0.0157
RMSE = 0.0364
Likelihood = -0.00855

Metric: CNN


Prediction map
Pear. correl = -0.00153
Spear. correl = -0.00264
RMSE = 0.0042
Likelihood = -0.000295

i24: lev=115 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0132
Spear. correl = -0.0135
RMSE = 0.49
Likelihood = -0.27

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00984
Spear. correl = -0.0106
RMSE = 0.516
Likelihood = -0.293

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00885
Spear. correl = -0.013
RMSE = 0.259
Likelihood = -0.0967

Metric: T-SSIM


Prediction map
Pear. correl = 0.0168
Spear. correl = 0.0136
RMSE = 0.409
Likelihood = -0.202

Metric: T-FSIM


Prediction map
Pear. correl = 0.0366
Spear. correl = 0.0153
RMSE = 0.114
Likelihood = -0.0235

Metric: T-VSI


Prediction map
Pear. correl = 0.00622
Spear. correl = 0.0106
RMSE = 0.188
Likelihood = -0.0516

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0564
Spear. correl = 0.018
RMSE = 0.124
Likelihood = -0.0194

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.391
Spear. correl = 0.0226
RMSE = 0.00825
Likelihood = -0.000703

Metric: CNN


Prediction map
Pear. correl = -0.00235
Spear. correl = -0.00462
RMSE = 0.00713
Likelihood = -0.000757

i24: lev=161 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.000304
Spear. correl = -0.000355
RMSE = 0.353
Likelihood = -0.177

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0423
Spear. correl = 0.0155
RMSE = 0.152
Likelihood = -0.0677

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0141
Spear. correl = 0.0152
RMSE = 0.42
Likelihood = -0.221

Metric: T-SSIM


Prediction map
Pear. correl = 0.0202
Spear. correl = 0.0156
RMSE = 0.355
Likelihood = -0.172

Metric: T-FSIM


Prediction map
Pear. correl = -0.00595
Spear. correl = -0.0451
RMSE = 0.00815
Likelihood = -0.000554

Metric: T-VSI


Prediction map
Pear. correl = -0.0035
Spear. correl = -0.0155
RMSE = 0.01
Likelihood = -0.00122

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.036
Spear. correl = 0.0154
RMSE = 0.572
Likelihood = -0.339

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00415
Spear. correl = 0.0146
RMSE = 0.0789
Likelihood = -0.0169

Metric: CNN


Prediction map
Pear. correl = 0.000523
Spear. correl = 0.000683
RMSE = 9.14e-05
Likelihood = -2.21e-06

i24: lev=201 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.00547
Spear. correl = -0.00706
RMSE = 0.231
Likelihood = -0.101

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00673
Spear. correl = -0.0102
RMSE = 0.198
Likelihood = -0.0869

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00763
Spear. correl = -0.0128
RMSE = 0.0893
Likelihood = -0.0309

Metric: T-SSIM


Prediction map
Pear. correl = 0.0124
Spear. correl = 0.015
RMSE = 0.21
Likelihood = -0.084

Metric: T-FSIM


Prediction map
Pear. correl = 0.00859
Spear. correl = 0.0113
RMSE = 0.129
Likelihood = -0.0466

Metric: T-VSI


Prediction map
Pear. correl = 0.00819
Spear. correl = 0.0106
RMSE = 0.161
Likelihood = -0.06

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.032
Spear. correl = 0.0155
RMSE = 0.105
Likelihood = -0.0447

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0268
Spear. correl = 0.0156
RMSE = 0.0728
Likelihood = -0.0304

Metric: CNN


Prediction map
Pear. correl = 0.000385
Spear. correl = 0.000461
RMSE = 6.57e-05
Likelihood = -1.16e-06

i24: lev=245 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0142
Spear. correl = 0.0133
RMSE = 0.497
Likelihood = -0.276

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.00269
Spear. correl = -0.00374
RMSE = 0.514
Likelihood = -0.29

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00222
Spear. correl = 0.00109
RMSE = 0.252
Likelihood = -0.0917

Metric: T-SSIM


Prediction map
Pear. correl = 0.0213
Spear. correl = 0.0147
RMSE = 0.416
Likelihood = -0.209

Metric: T-FSIM


Prediction map
Pear. correl = 0.0279
Spear. correl = 0.0148
RMSE = 0.137
Likelihood = -0.0317

Metric: T-VSI


Prediction map
Pear. correl = 0.0163
Spear. correl = 0.0134
RMSE = 0.185
Likelihood = -0.0497

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0561
Spear. correl = 0.0186
RMSE = 0.123
Likelihood = -0.0187

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.415
Spear. correl = 0.021
RMSE = 0.00634
Likelihood = -0.00063

Metric: CNN


Prediction map
Pear. correl = -0.00266
Spear. correl = -0.00429
RMSE = 0.00409
Likelihood = -0.000484

i25: lev=41 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00806
Spear. correl = 0.00631
RMSE = 0.156
Likelihood = -0.0547

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00764
Spear. correl = 0.0064
RMSE = 0.19
Likelihood = -0.0672

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0104
Spear. correl = -0.0112
RMSE = 0.216
Likelihood = -0.0667

Metric: T-SSIM


Prediction map
Pear. correl = -0.035
Spear. correl = -0.0157
RMSE = 0.17
Likelihood = -0.046

Metric: T-FSIM


Prediction map
Pear. correl = -0.0289
Spear. correl = -0.0147
RMSE = 0.164
Likelihood = -0.0402

Metric: T-VSI


Prediction map
Pear. correl = -0.0257
Spear. correl = -0.0145
RMSE = 0.203
Likelihood = -0.0557

Metric: T-Butteraugli


Prediction map
Pear. correl = -0.00307
Spear. correl = -0.00689
RMSE = 0.0425
Likelihood = -0.0127

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00543
Spear. correl = 0.00767
RMSE = 0.0479
Likelihood = -0.0119

Metric: CNN


Prediction map
Pear. correl = 0.00455
Spear. correl = 0.00854
RMSE = 0.0284
Likelihood = -0.00546

i25: lev=91 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0103
Spear. correl = -0.0111
RMSE = 0.12
Likelihood = -0.0438

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00601
Spear. correl = 0.0124
RMSE = 0.113
Likelihood = -0.0362

Metric: T-sCIELab


Prediction map
Pear. correl = -0.00336
Spear. correl = -0.00786
RMSE = 0.185
Likelihood = -0.0676

Metric: T-SSIM


Prediction map
Pear. correl = -0.0415
Spear. correl = -0.0155
RMSE = 0.155
Likelihood = -0.0337

Metric: T-FSIM


Prediction map
Pear. correl = -0.0614
Spear. correl = -0.0156
RMSE = 0.106
Likelihood = -0.0308

Metric: T-VSI


Prediction map
Pear. correl = -0.0597
Spear. correl = -0.0156
RMSE = 0.125
Likelihood = -0.0363

Metric: T-Butteraugli


Prediction map
Pear. correl = -0.000921
Spear. correl = -0.00369
RMSE = 0.0434
Likelihood = -0.0142

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00492
Spear. correl = 0.013
RMSE = 0.113
Likelihood = -0.0274

Metric: CNN


Prediction map
Pear. correl = 0.00542
Spear. correl = 0.0093
RMSE = 0.0132
Likelihood = -0.00285

i25: lev=112 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 1
Peak luminance: 100 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.00914
Spear. correl = 0.0132
RMSE = 0.171
Likelihood = -0.061

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.00879
Spear. correl = 0.0129
RMSE = 0.167
Likelihood = -0.0594

Metric: T-sCIELab


Prediction map
Pear. correl = -0.0204
Spear. correl = -0.0146
RMSE = 0.378
Likelihood = -0.172

Metric: T-SSIM


Prediction map
Pear. correl = -0.0129
Spear. correl = -0.0117
RMSE = 0.24
Likelihood = -0.0732

Metric: T-FSIM


Prediction map
Pear. correl = 0.00354
Spear. correl = 0.000169
RMSE = 0.16
Likelihood = -0.0497

Metric: T-VSI


Prediction map
Pear. correl = 0.00518
Spear. correl = 0.0044
RMSE = 0.22
Likelihood = -0.0767

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0093
Spear. correl = 0.0135
RMSE = 0.0824
Likelihood = -0.0282

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.00714
Spear. correl = 0.0133
RMSE = 0.0976
Likelihood = -0.0307

Metric: CNN


Prediction map
Pear. correl = 0.00381
Spear. correl = 0.00301
RMSE = 0.0382
Likelihood = -0.00912