Dataset: ibr

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


ArtGallery2_NN: lev=1 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.119
Spear. correl = 0.0859
RMSE = 0.0974
Likelihood = 0.36

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.111
Spear. correl = 0.0813
RMSE = 0.073
Likelihood = 0.374

Metric: T-sCIELab


Prediction map
Pear. correl = 0.127
Spear. correl = 0.115
RMSE = 0.161
Likelihood = 0.373

Metric: T-SSIM


Prediction map
Pear. correl = 0.146
Spear. correl = 0.145
RMSE = 0.163
Likelihood = 0.395

Metric: T-FSIM


Prediction map
Pear. correl = 0.158
Spear. correl = 0.112
RMSE = 0.153
Likelihood = 0.37

Metric: T-VSI


Prediction map
Pear. correl = 0.163
Spear. correl = 0.115
RMSE = 0.165
Likelihood = 0.371

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.145
Spear. correl = 0.161
RMSE = 0.165
Likelihood = 0.351

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.187
Spear. correl = 0.159
RMSE = 0.174
Likelihood = 0.304

Metric: CNN


Prediction map
Pear. correl = 0.262
Spear. correl = 0.177
RMSE = 0.137
Likelihood = 0.372

ArtGallery2_opticalFlow: lev=1 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.116
Spear. correl = 0.0608
RMSE = 0.0635
Likelihood = 0.308

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0788
Spear. correl = 0.0254
RMSE = 0.0548
Likelihood = 0.312

Metric: T-sCIELab


Prediction map
Pear. correl = 0.181
Spear. correl = 0.0979
RMSE = 0.0441
Likelihood = 0.337

Metric: T-SSIM


Prediction map
Pear. correl = 0.16
Spear. correl = 0.126
RMSE = 0.054
Likelihood = 0.323

Metric: T-FSIM


Prediction map
Pear. correl = 0.125
Spear. correl = -0.0649
RMSE = 0.0449
Likelihood = 0.313

Metric: T-VSI


Prediction map
Pear. correl = 0.121
Spear. correl = -0.0513
RMSE = 0.0449
Likelihood = 0.315

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.276
Spear. correl = 0.112
RMSE = 0.0309
Likelihood = 0.341

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.145
Spear. correl = -0.0218
RMSE = 0.0505
Likelihood = 0.314

Metric: CNN


Prediction map
Pear. correl = 0.327
Spear. correl = 0.276
RMSE = 0.0369
Likelihood = 0.355

ArtGallery2_opticalFlow: lev=2 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.337
Spear. correl = 0.0581
RMSE = 0.0772
Likelihood = 0.174

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.29
Spear. correl = -0.000394
RMSE = 0.0701
Likelihood = 0.176

Metric: T-sCIELab


Prediction map
Pear. correl = 0.45
Spear. correl = 0.184
RMSE = 0.0704
Likelihood = 0.191

Metric: T-SSIM


Prediction map
Pear. correl = 0.444
Spear. correl = 0.204
RMSE = 0.0794
Likelihood = 0.129

Metric: T-FSIM


Prediction map
Pear. correl = 0.436
Spear. correl = -0.00396
RMSE = 0.0821
Likelihood = 0.146

Metric: T-VSI


Prediction map
Pear. correl = 0.426
Spear. correl = 0.00998
RMSE = 0.0836
Likelihood = 0.142

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.593
Spear. correl = 0.245
RMSE = 0.072
Likelihood = 0.219

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.435
Spear. correl = 0.0904
RMSE = 0.145
Likelihood = 0.16

Metric: CNN


Prediction map
Pear. correl = 0.644
Spear. correl = 0.44
RMSE = 0.0974
Likelihood = 0.242

ArtGallery2_opticalFlow: lev=3 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.471
Spear. correl = 0.142
RMSE = 0.0906
Likelihood = 0.129

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.437
Spear. correl = 0.0876
RMSE = 0.0847
Likelihood = 0.126

Metric: T-sCIELab


Prediction map
Pear. correl = 0.57
Spear. correl = 0.251
RMSE = 0.089
Likelihood = 0.144

Metric: T-SSIM


Prediction map
Pear. correl = 0.564
Spear. correl = 0.279
RMSE = 0.0935
Likelihood = 0.0753

Metric: T-FSIM


Prediction map
Pear. correl = 0.52
Spear. correl = 0.0743
RMSE = 0.111
Likelihood = 0.0973

Metric: T-VSI


Prediction map
Pear. correl = 0.51
Spear. correl = 0.0906
RMSE = 0.114
Likelihood = 0.0943

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.668
Spear. correl = 0.367
RMSE = 0.111
Likelihood = 0.191

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.506
Spear. correl = 0.194
RMSE = 0.206
Likelihood = 0.0969

Metric: CNN


Prediction map
Pear. correl = 0.659
Spear. correl = 0.474
RMSE = 0.14
Likelihood = 0.197

ArtGallery2zoom_NN: lev=1 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.167
Spear. correl = 0.164
RMSE = 0.169
Likelihood = 0.221

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.124
Spear. correl = 0.129
RMSE = 0.115
Likelihood = 0.28

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0792
Spear. correl = 0.184
RMSE = 0.24
Likelihood = 0.224

Metric: T-SSIM


Prediction map
Pear. correl = 0.149
Spear. correl = 0.15
RMSE = 0.232
Likelihood = 0.218

Metric: T-FSIM


Prediction map
Pear. correl = 0.207
Spear. correl = 0.183
RMSE = 0.254
Likelihood = 0.217

Metric: T-VSI


Prediction map
Pear. correl = 0.202
Spear. correl = 0.187
RMSE = 0.254
Likelihood = 0.213

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.154
Spear. correl = 0.188
RMSE = 0.315
Likelihood = 0.167

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.204
Spear. correl = 0.146
RMSE = 0.321
Likelihood = 0.103

Metric: CNN


Prediction map
Pear. correl = 0.15
Spear. correl = 0.189
RMSE = 0.239
Likelihood = 0.2

ArtGallery2zoom_opticalFlow: lev=1 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.111
Spear. correl = 0.0341
RMSE = 0.143
Likelihood = 0.185

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0951
Spear. correl = -0.00642
RMSE = 0.0892
Likelihood = 0.25

Metric: T-sCIELab


Prediction map
Pear. correl = 0.213
Spear. correl = 0.0986
RMSE = 0.0655
Likelihood = 0.303

Metric: T-SSIM


Prediction map
Pear. correl = 0.266
Spear. correl = 0.0541
RMSE = 0.0828
Likelihood = 0.259

Metric: T-FSIM


Prediction map
Pear. correl = 0.132
Spear. correl = 0.011
RMSE = 0.0936
Likelihood = 0.254

Metric: T-VSI


Prediction map
Pear. correl = 0.148
Spear. correl = 0.0267
RMSE = 0.0943
Likelihood = 0.26

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.173
Spear. correl = 0.0492
RMSE = 0.0683
Likelihood = 0.279

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.0343
Spear. correl = -0.0245
RMSE = 0.246
Likelihood = 0.0972

Metric: CNN


Prediction map
Pear. correl = 0.235
Spear. correl = 0.0503
RMSE = 0.0686
Likelihood = 0.272

ArtGallery2zoom_opticalFlow: lev=2 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.157
Spear. correl = -0.0799
RMSE = 0.145
Likelihood = 0.0159

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.214
Spear. correl = -0.098
RMSE = 0.0958
Likelihood = 0.0421

Metric: T-sCIELab


Prediction map
Pear. correl = 0.416
Spear. correl = 0.0767
RMSE = 0.0859
Likelihood = 0.00694

Metric: T-SSIM


Prediction map
Pear. correl = 0.423
Spear. correl = -0.00969
RMSE = 0.0918
Likelihood = -0.0569

Metric: T-FSIM


Prediction map
Pear. correl = 0.323
Spear. correl = -0.0724
RMSE = 0.119
Likelihood = -0.0606

Metric: T-VSI


Prediction map
Pear. correl = 0.366
Spear. correl = -0.0245
RMSE = 0.114
Likelihood = -0.00662

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.532
Spear. correl = -0.00596
RMSE = 0.0881
Likelihood = 0.043

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0269
Spear. correl = -0.159
RMSE = 0.316
Likelihood = -0.169

Metric: CNN


Prediction map
Pear. correl = 0.419
Spear. correl = -0.0373
RMSE = 0.118
Likelihood = -0.0392

ArtGallery2zoom_opticalFlow: lev=3 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.347
Spear. correl = -0.0621
RMSE = 0.159
Likelihood = -0.0873

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.403
Spear. correl = -0.106
RMSE = 0.122
Likelihood = -0.0783

Metric: T-sCIELab


Prediction map
Pear. correl = 0.604
Spear. correl = 0.172
RMSE = 0.111
Likelihood = -0.0971

Metric: T-SSIM


Prediction map
Pear. correl = 0.596
Spear. correl = 0.021
RMSE = 0.114
Likelihood = -0.179

Metric: T-FSIM


Prediction map
Pear. correl = 0.588
Spear. correl = 0.0121
RMSE = 0.14
Likelihood = -0.159

Metric: T-VSI


Prediction map
Pear. correl = 0.605
Spear. correl = 0.0549
RMSE = 0.134
Likelihood = -0.105

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.751
Spear. correl = 0.11
RMSE = 0.111
Likelihood = -0.0388

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.324
Spear. correl = -0.048
RMSE = 0.339
Likelihood = -0.237

Metric: CNN


Prediction map
Pear. correl = 0.671
Spear. correl = 0.062
RMSE = 0.137
Likelihood = -0.12

ArtGallery3_NN: lev=1 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0597
Spear. correl = 0.0734
RMSE = 0.277
Likelihood = 0.141

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0573
Spear. correl = 0.075
RMSE = 0.179
Likelihood = 0.275

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0418
Spear. correl = 0.0676
RMSE = 0.216
Likelihood = 0.287

Metric: T-SSIM


Prediction map
Pear. correl = 0.0561
Spear. correl = 0.0761
RMSE = 0.347
Likelihood = 0.21

Metric: T-FSIM


Prediction map
Pear. correl = 0.0533
Spear. correl = 0.0542
RMSE = 0.286
Likelihood = 0.212

Metric: T-VSI


Prediction map
Pear. correl = 0.0536
Spear. correl = 0.055
RMSE = 0.292
Likelihood = 0.186

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0838
Spear. correl = 0.0768
RMSE = 0.227
Likelihood = 0.217

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0676
Spear. correl = 0.026
RMSE = 0.329
Likelihood = 0.0695

Metric: CNN


Prediction map
Pear. correl = 0.0181
Spear. correl = 0.0663
RMSE = 0.0963
Likelihood = 0.388

ArtGallery3_opticalFlow: lev=1 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.143
Spear. correl = 0.095
RMSE = 0.0995
Likelihood = 0.283

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.168
Spear. correl = 0.124
RMSE = 0.0669
Likelihood = 0.315

Metric: T-sCIELab


Prediction map
Pear. correl = 0.321
Spear. correl = 0.137
RMSE = 0.0465
Likelihood = 0.368

Metric: T-SSIM


Prediction map
Pear. correl = 0.264
Spear. correl = 0.141
RMSE = 0.0707
Likelihood = 0.37

Metric: T-FSIM


Prediction map
Pear. correl = 0.399
Spear. correl = 0.121
RMSE = 0.0572
Likelihood = 0.375

Metric: T-VSI


Prediction map
Pear. correl = 0.379
Spear. correl = 0.106
RMSE = 0.0584
Likelihood = 0.372

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.531
Spear. correl = 0.266
RMSE = 0.0396
Likelihood = 0.374

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.317
Spear. correl = 0.193
RMSE = 0.0744
Likelihood = 0.326

Metric: CNN


Prediction map
Pear. correl = 0.459
Spear. correl = 0.291
RMSE = 0.0321
Likelihood = 0.403

ArtGallery3_opticalFlow: lev=2 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.293
Spear. correl = 0.00664
RMSE = 0.138
Likelihood = 0.135

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.341
Spear. correl = 0.00182
RMSE = 0.0947
Likelihood = 0.168

Metric: T-sCIELab


Prediction map
Pear. correl = 0.511
Spear. correl = 0.201
RMSE = 0.0855
Likelihood = 0.201

Metric: T-SSIM


Prediction map
Pear. correl = 0.379
Spear. correl = 0.0884
RMSE = 0.139
Likelihood = 0.143

Metric: T-FSIM


Prediction map
Pear. correl = 0.519
Spear. correl = 0.1
RMSE = 0.113
Likelihood = 0.172

Metric: T-VSI


Prediction map
Pear. correl = 0.494
Spear. correl = 0.0608
RMSE = 0.113
Likelihood = 0.166

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.699
Spear. correl = 0.247
RMSE = 0.0903
Likelihood = 0.243

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.609
Spear. correl = 0.227
RMSE = 0.181
Likelihood = 0.154

Metric: CNN


Prediction map
Pear. correl = 0.588
Spear. correl = 0.287
RMSE = 0.101
Likelihood = 0.218

ArtGallery3_opticalFlow: lev=3 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.497
Spear. correl = 0.188
RMSE = 0.144
Likelihood = 0.0237

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.507
Spear. correl = 0.123
RMSE = 0.111
Likelihood = 0.03

Metric: T-sCIELab


Prediction map
Pear. correl = 0.651
Spear. correl = 0.353
RMSE = 0.104
Likelihood = 0.0215

Metric: T-SSIM


Prediction map
Pear. correl = 0.544
Spear. correl = 0.279
RMSE = 0.155
Likelihood = -0.0524

Metric: T-FSIM


Prediction map
Pear. correl = 0.676
Spear. correl = 0.306
RMSE = 0.133
Likelihood = -0.00804

Metric: T-VSI


Prediction map
Pear. correl = 0.651
Spear. correl = 0.242
RMSE = 0.134
Likelihood = -0.019

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.845
Spear. correl = 0.453
RMSE = 0.104
Likelihood = 0.132

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.757
Spear. correl = 0.372
RMSE = 0.214
Likelihood = 0.0472

Metric: CNN


Prediction map
Pear. correl = 0.772
Spear. correl = 0.574
RMSE = 0.12
Likelihood = 0.111

Blob_NN: lev=1 ppd=40

Observer marking

Cross-validation fold: 1
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0239
Spear. correl = -0.0512
RMSE = 0.229
Likelihood = -0.042

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0147
Spear. correl = -0.0271
RMSE = 0.13
Likelihood = 0.0387

Metric: T-sCIELab


Prediction map
Pear. correl = 0.000133
Spear. correl = -0.0136
RMSE = 0.28
Likelihood = -0.0592

Metric: T-SSIM


Prediction map
Pear. correl = 0.141
Spear. correl = 0.0483
RMSE = 0.318
Likelihood = -0.0869

Metric: T-FSIM


Prediction map
Pear. correl = -0.013
Spear. correl = -0.033
RMSE = 0.509
Likelihood = -0.23

Metric: T-VSI


Prediction map
Pear. correl = -0.0109
Spear. correl = -0.0334
RMSE = 0.493
Likelihood = -0.215

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0148
Spear. correl = 0.00901
RMSE = 0.506
Likelihood = -0.216

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.0715
Spear. correl = -0.141
RMSE = 0.695
Likelihood = -0.363

Metric: CNN


Prediction map
Pear. correl = 0.127
Spear. correl = 0.168
RMSE = 0.219
Likelihood = 0.0354

Blob_opticalFlow: lev=1 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.166
Spear. correl = -0.0524
RMSE = 0.229
Likelihood = -0.532

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.176
Spear. correl = -0.0433
RMSE = 0.119
Likelihood = -0.416

Metric: T-sCIELab


Prediction map
Pear. correl = 0.173
Spear. correl = -0.0579
RMSE = 0.268
Likelihood = -0.768

Metric: T-SSIM


Prediction map
Pear. correl = 0.197
Spear. correl = -0.0327
RMSE = 0.393
Likelihood = -0.966

Metric: T-FSIM


Prediction map
Pear. correl = 0.108
Spear. correl = -0.0477
RMSE = 0.571
Likelihood = -0.819

Metric: T-VSI


Prediction map
Pear. correl = 0.095
Spear. correl = -0.0863
RMSE = 0.468
Likelihood = -0.894

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.133
Spear. correl = -0.0408
RMSE = 0.481
Likelihood = -0.757

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.0709
Spear. correl = -0.0934
RMSE = 0.658
Likelihood = -0.81

Metric: CNN


Prediction map
Pear. correl = 0.267
Spear. correl = 0.09
RMSE = 0.19
Likelihood = -0.715

Blob_opticalFlow: lev=2 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.262
Spear. correl = 0.112
RMSE = 0.277
Likelihood = -0.7

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.3
Spear. correl = 0.11
RMSE = 0.167
Likelihood = -0.687

Metric: T-sCIELab


Prediction map
Pear. correl = 0.256
Spear. correl = 0.122
RMSE = 0.334
Likelihood = -0.853

Metric: T-SSIM


Prediction map
Pear. correl = 0.249
Spear. correl = 0.169
RMSE = 0.455
Likelihood = -1.01

Metric: T-FSIM


Prediction map
Pear. correl = 0.208
Spear. correl = 0.0924
RMSE = 0.583
Likelihood = -0.794

Metric: T-VSI


Prediction map
Pear. correl = 0.186
Spear. correl = 0.0672
RMSE = 0.476
Likelihood = -0.872

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.223
Spear. correl = 0.128
RMSE = 0.557
Likelihood = -0.698

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.222
Spear. correl = 0.034
RMSE = 0.639
Likelihood = -0.628

Metric: CNN


Prediction map
Pear. correl = 0.369
Spear. correl = 0.276
RMSE = 0.274
Likelihood = -0.696

Blob_opticalFlow: lev=3 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.344
Spear. correl = 0.3
RMSE = 0.287
Likelihood = -0.759

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.389
Spear. correl = 0.294
RMSE = 0.177
Likelihood = -0.832

Metric: T-sCIELab


Prediction map
Pear. correl = 0.343
Spear. correl = 0.322
RMSE = 0.347
Likelihood = -0.856

Metric: T-SSIM


Prediction map
Pear. correl = 0.306
Spear. correl = 0.318
RMSE = 0.461
Likelihood = -1

Metric: T-FSIM


Prediction map
Pear. correl = 0.282
Spear. correl = 0.257
RMSE = 0.563
Likelihood = -0.74

Metric: T-VSI


Prediction map
Pear. correl = 0.255
Spear. correl = 0.224
RMSE = 0.46
Likelihood = -0.815

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.329
Spear. correl = 0.349
RMSE = 0.549
Likelihood = -0.612

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.311
Spear. correl = 0.222
RMSE = 0.618
Likelihood = -0.531

Metric: CNN


Prediction map
Pear. correl = 0.38
Spear. correl = 0.381
RMSE = 0.323
Likelihood = -0.695

Car_NN: lev=1 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.135
Spear. correl = 0.258
RMSE = 0.112
Likelihood = 0.266

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.119
Spear. correl = 0.217
RMSE = 0.076
Likelihood = 0.272

Metric: T-sCIELab


Prediction map
Pear. correl = 0.118
Spear. correl = 0.298
RMSE = 0.147
Likelihood = 0.237

Metric: T-SSIM


Prediction map
Pear. correl = 0.0965
Spear. correl = 0.297
RMSE = 0.18
Likelihood = 0.205

Metric: T-FSIM


Prediction map
Pear. correl = 0.136
Spear. correl = 0.284
RMSE = 0.18
Likelihood = 0.232

Metric: T-VSI


Prediction map
Pear. correl = 0.133
Spear. correl = 0.268
RMSE = 0.197
Likelihood = 0.223

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.104
Spear. correl = 0.38
RMSE = 0.173
Likelihood = 0.251

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.103
Spear. correl = 0.303
RMSE = 0.219
Likelihood = 0.226

Metric: CNN


Prediction map
Pear. correl = 0.191
Spear. correl = 0.38
RMSE = 0.231
Likelihood = 0.236

Car_opticalFlow: lev=1 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.457
Spear. correl = 0.227
RMSE = 0.0744
Likelihood = 0.256

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.491
Spear. correl = 0.228
RMSE = 0.0601
Likelihood = 0.261

Metric: T-sCIELab


Prediction map
Pear. correl = 0.468
Spear. correl = 0.336
RMSE = 0.0619
Likelihood = 0.269

Metric: T-SSIM


Prediction map
Pear. correl = 0.497
Spear. correl = 0.367
RMSE = 0.0718
Likelihood = 0.26

Metric: T-FSIM


Prediction map
Pear. correl = 0.377
Spear. correl = 0.214
RMSE = 0.0832
Likelihood = 0.261

Metric: T-VSI


Prediction map
Pear. correl = 0.342
Spear. correl = 0.186
RMSE = 0.0771
Likelihood = 0.264

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.55
Spear. correl = 0.371
RMSE = 0.0557
Likelihood = 0.291

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.476
Spear. correl = 0.393
RMSE = 0.0759
Likelihood = 0.296

Metric: CNN


Prediction map
Pear. correl = 0.741
Spear. correl = 0.441
RMSE = 0.0723
Likelihood = 0.307

Car_opticalFlow: lev=2 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.55
Spear. correl = 0.284
RMSE = 0.108
Likelihood = 0.0807

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.537
Spear. correl = 0.265
RMSE = 0.105
Likelihood = 0.0715

Metric: T-sCIELab


Prediction map
Pear. correl = 0.57
Spear. correl = 0.47
RMSE = 0.107
Likelihood = 0.0818

Metric: T-SSIM


Prediction map
Pear. correl = 0.58
Spear. correl = 0.51
RMSE = 0.118
Likelihood = 0.064

Metric: T-FSIM


Prediction map
Pear. correl = 0.592
Spear. correl = 0.394
RMSE = 0.135
Likelihood = 0.0946

Metric: T-VSI


Prediction map
Pear. correl = 0.566
Spear. correl = 0.322
RMSE = 0.123
Likelihood = 0.0879

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.717
Spear. correl = 0.595
RMSE = 0.0924
Likelihood = 0.154

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.696
Spear. correl = 0.578
RMSE = 0.14
Likelihood = 0.171

Metric: CNN


Prediction map
Pear. correl = 0.837
Spear. correl = 0.634
RMSE = 0.121
Likelihood = 0.192

Car_opticalFlow: lev=3 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.625
Spear. correl = 0.371
RMSE = 0.137
Likelihood = -0.0303

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.598
Spear. correl = 0.341
RMSE = 0.143
Likelihood = -0.0495

Metric: T-sCIELab


Prediction map
Pear. correl = 0.655
Spear. correl = 0.585
RMSE = 0.139
Likelihood = -0.0149

Metric: T-SSIM


Prediction map
Pear. correl = 0.663
Spear. correl = 0.611
RMSE = 0.148
Likelihood = -0.034

Metric: T-FSIM


Prediction map
Pear. correl = 0.717
Spear. correl = 0.505
RMSE = 0.157
Likelihood = 0.00755

Metric: T-VSI


Prediction map
Pear. correl = 0.681
Spear. correl = 0.451
RMSE = 0.145
Likelihood = -0.00332

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.824
Spear. correl = 0.706
RMSE = 0.114
Likelihood = 0.095

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.79
Spear. correl = 0.669
RMSE = 0.177
Likelihood = 0.0943

Metric: CNN


Prediction map
Pear. correl = 0.895
Spear. correl = 0.731
RMSE = 0.152
Likelihood = 0.13

Classroom_NN: lev=1 ppd=40

Observer marking

Cross-validation fold: 4
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.0258
Spear. correl = 0.047
RMSE = 0.23
Likelihood = 0.125

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.0214
Spear. correl = 0.0741
RMSE = 0.155
Likelihood = 0.214

Metric: T-sCIELab


Prediction map
Pear. correl = 0.00781
Spear. correl = 0.0514
RMSE = 0.286
Likelihood = 0.122

Metric: T-SSIM


Prediction map
Pear. correl = 0.00706
Spear. correl = 0.0582
RMSE = 0.286
Likelihood = 0.127

Metric: T-FSIM


Prediction map
Pear. correl = 0.0476
Spear. correl = 0.0864
RMSE = 0.352
Likelihood = 0.0653

Metric: T-VSI


Prediction map
Pear. correl = 0.0505
Spear. correl = 0.0882
RMSE = 0.372
Likelihood = 0.0543

Metric: T-Butteraugli


Prediction map
Pear. correl = -0.00239
Spear. correl = 0.0534
RMSE = 0.379
Likelihood = -0.0152

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.0072
Spear. correl = 0.00724
RMSE = 0.45
Likelihood = -0.11

Metric: CNN


Prediction map
Pear. correl = 0.0347
Spear. correl = 0.00198
RMSE = 0.193
Likelihood = 0.12

Classroom_opticalFlow: lev=1 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.481
Spear. correl = 0.252
RMSE = 0.115
Likelihood = 0.209

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.453
Spear. correl = 0.179
RMSE = 0.0844
Likelihood = 0.223

Metric: T-sCIELab


Prediction map
Pear. correl = 0.571
Spear. correl = 0.32
RMSE = 0.129
Likelihood = 0.238

Metric: T-SSIM


Prediction map
Pear. correl = 0.536
Spear. correl = 0.375
RMSE = 0.128
Likelihood = 0.209

Metric: T-FSIM


Prediction map
Pear. correl = 0.545
Spear. correl = 0.332
RMSE = 0.165
Likelihood = 0.228

Metric: T-VSI


Prediction map
Pear. correl = 0.524
Spear. correl = 0.328
RMSE = 0.143
Likelihood = 0.228

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.633
Spear. correl = 0.421
RMSE = 0.149
Likelihood = 0.267

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.617
Spear. correl = 0.494
RMSE = 0.24
Likelihood = 0.252

Metric: CNN


Prediction map
Pear. correl = 0.636
Spear. correl = 0.428
RMSE = 0.0934
Likelihood = 0.279

Classroom_opticalFlow: lev=2 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.514
Spear. correl = 0.333
RMSE = 0.152
Likelihood = 0.0612

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.484
Spear. correl = 0.242
RMSE = 0.118
Likelihood = 0.0556

Metric: T-sCIELab


Prediction map
Pear. correl = 0.573
Spear. correl = 0.399
RMSE = 0.185
Likelihood = 0.042

Metric: T-SSIM


Prediction map
Pear. correl = 0.518
Spear. correl = 0.427
RMSE = 0.191
Likelihood = -0.04

Metric: T-FSIM


Prediction map
Pear. correl = 0.542
Spear. correl = 0.414
RMSE = 0.227
Likelihood = 0.0155

Metric: T-VSI


Prediction map
Pear. correl = 0.534
Spear. correl = 0.38
RMSE = 0.19
Likelihood = 0.0162

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.631
Spear. correl = 0.563
RMSE = 0.218
Likelihood = 0.116

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.627
Spear. correl = 0.596
RMSE = 0.284
Likelihood = 0.106

Metric: CNN


Prediction map
Pear. correl = 0.643
Spear. correl = 0.552
RMSE = 0.175
Likelihood = 0.104

Classroom_opticalFlow: lev=3 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.654
Spear. correl = 0.422
RMSE = 0.158
Likelihood = -0.0149

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.643
Spear. correl = 0.338
RMSE = 0.123
Likelihood = -0.0347

Metric: T-sCIELab


Prediction map
Pear. correl = 0.698
Spear. correl = 0.501
RMSE = 0.193
Likelihood = -0.0279

Metric: T-SSIM


Prediction map
Pear. correl = 0.655
Spear. correl = 0.503
RMSE = 0.202
Likelihood = -0.126

Metric: T-FSIM


Prediction map
Pear. correl = 0.681
Spear. correl = 0.494
RMSE = 0.241
Likelihood = -0.0522

Metric: T-VSI


Prediction map
Pear. correl = 0.68
Spear. correl = 0.44
RMSE = 0.194
Likelihood = -0.0642

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.761
Spear. correl = 0.639
RMSE = 0.234
Likelihood = 0.0643

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.735
Spear. correl = 0.649
RMSE = 0.303
Likelihood = 0.0462

Metric: CNN


Prediction map
Pear. correl = 0.772
Spear. correl = 0.623
RMSE = 0.193
Likelihood = 0.0488

Cobblestone_NN: lev=1 ppd=40

Observer marking

Cross-validation fold: 5
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = -0.0117
Spear. correl = 0.00811
RMSE = 0.253
Likelihood = 0.0381

Metric: T-CIEDE2000


Prediction map
Pear. correl = -0.0274
Spear. correl = -0.0126
RMSE = 0.158
Likelihood = 0.125

Metric: T-sCIELab


Prediction map
Pear. correl = 0.0849
Spear. correl = 0.0141
RMSE = 0.222
Likelihood = 0.076

Metric: T-SSIM


Prediction map
Pear. correl = -0.0049
Spear. correl = -0.00138
RMSE = 0.378
Likelihood = -0.0514

Metric: T-FSIM


Prediction map
Pear. correl = 0.0131
Spear. correl = -0.0469
RMSE = 0.316
Likelihood = -0.0216

Metric: T-VSI


Prediction map
Pear. correl = -0.00249
Spear. correl = -0.0713
RMSE = 0.331
Likelihood = -0.0425

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0992
Spear. correl = -0.0062
RMSE = 0.335
Likelihood = -0.0361

Metric: T-HDR-VDP


Prediction map
Pear. correl = -0.102
Spear. correl = -0.146
RMSE = 0.53
Likelihood = -0.236

Metric: CNN


Prediction map
Pear. correl = 0.161
Spear. correl = 0.0776
RMSE = 0.277
Likelihood = 0.0516

Cobblestone_opticalFlow: lev=1 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.106
Spear. correl = 0.0659
RMSE = 0.114
Likelihood = 0.223

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.092
Spear. correl = 0.0188
RMSE = 0.0839
Likelihood = 0.246

Metric: T-sCIELab


Prediction map
Pear. correl = 0.154
Spear. correl = 0.0879
RMSE = 0.0934
Likelihood = 0.265

Metric: T-SSIM


Prediction map
Pear. correl = 0.0886
Spear. correl = 0.095
RMSE = 0.115
Likelihood = 0.25

Metric: T-FSIM


Prediction map
Pear. correl = 0.243
Spear. correl = 0.195
RMSE = 0.115
Likelihood = 0.278

Metric: T-VSI


Prediction map
Pear. correl = 0.194
Spear. correl = 0.186
RMSE = 0.0995
Likelihood = 0.281

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.333
Spear. correl = 0.263
RMSE = 0.114
Likelihood = 0.285

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.254
Spear. correl = 0.15
RMSE = 0.151
Likelihood = 0.238

Metric: CNN


Prediction map
Pear. correl = 0.291
Spear. correl = 0.18
RMSE = 0.0748
Likelihood = 0.286

Cobblestone_opticalFlow: lev=2 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.132
Spear. correl = 0.0941
RMSE = 0.149
Likelihood = 0.11

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.115
Spear. correl = 0.0274
RMSE = 0.124
Likelihood = 0.131

Metric: T-sCIELab


Prediction map
Pear. correl = 0.174
Spear. correl = 0.186
RMSE = 0.145
Likelihood = 0.138

Metric: T-SSIM


Prediction map
Pear. correl = 0.147
Spear. correl = 0.143
RMSE = 0.165
Likelihood = 0.101

Metric: T-FSIM


Prediction map
Pear. correl = 0.3
Spear. correl = 0.263
RMSE = 0.177
Likelihood = 0.139

Metric: T-VSI


Prediction map
Pear. correl = 0.25
Spear. correl = 0.249
RMSE = 0.154
Likelihood = 0.15

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.205
Spear. correl = 0.306
RMSE = 0.148
Likelihood = 0.153

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.296
Spear. correl = 0.247
RMSE = 0.238
Likelihood = 0.106

Metric: CNN


Prediction map
Pear. correl = 0.276
Spear. correl = 0.251
RMSE = 0.142
Likelihood = 0.151

Cobblestone_opticalFlow: lev=3 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.217
Spear. correl = 0.209
RMSE = 0.167
Likelihood = 0.0567

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.201
Spear. correl = 0.134
RMSE = 0.141
Likelihood = 0.0737

Metric: T-sCIELab


Prediction map
Pear. correl = 0.258
Spear. correl = 0.327
RMSE = 0.171
Likelihood = 0.0767

Metric: T-SSIM


Prediction map
Pear. correl = 0.246
Spear. correl = 0.263
RMSE = 0.189
Likelihood = 0.0214

Metric: T-FSIM


Prediction map
Pear. correl = 0.388
Spear. correl = 0.374
RMSE = 0.212
Likelihood = 0.0712

Metric: T-VSI


Prediction map
Pear. correl = 0.312
Spear. correl = 0.309
RMSE = 0.187
Likelihood = 0.063

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.345
Spear. correl = 0.461
RMSE = 0.182
Likelihood = 0.109

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.41
Spear. correl = 0.433
RMSE = 0.285
Likelihood = 0.0635

Metric: CNN


Prediction map
Pear. correl = 0.378
Spear. correl = 0.401
RMSE = 0.18
Likelihood = 0.104

Furniture1_NN: lev=1 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.437
Spear. correl = 0.343
RMSE = 0.0625
Likelihood = 0.342

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.428
Spear. correl = 0.34
RMSE = 0.04
Likelihood = 0.34

Metric: T-sCIELab


Prediction map
Pear. correl = 0.368
Spear. correl = 0.402
RMSE = 0.071
Likelihood = 0.317

Metric: T-SSIM


Prediction map
Pear. correl = 0.343
Spear. correl = 0.482
RMSE = 0.095
Likelihood = 0.291

Metric: T-FSIM


Prediction map
Pear. correl = 0.332
Spear. correl = 0.214
RMSE = 0.149
Likelihood = 0.271

Metric: T-VSI


Prediction map
Pear. correl = 0.415
Spear. correl = 0.403
RMSE = 0.097
Likelihood = 0.321

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.444
Spear. correl = 0.56
RMSE = 0.0976
Likelihood = 0.362

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.49
Spear. correl = 0.495
RMSE = 0.0865
Likelihood = 0.351

Metric: CNN


Prediction map
Pear. correl = 0.458
Spear. correl = 0.536
RMSE = 0.109
Likelihood = 0.351

Furniture1_opticalFlow: lev=1 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.345
Spear. correl = 0.28
RMSE = 0.0341
Likelihood = 0.385

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.363
Spear. correl = 0.289
RMSE = 0.0275
Likelihood = 0.384

Metric: T-sCIELab


Prediction map
Pear. correl = 0.359
Spear. correl = 0.277
RMSE = 0.0229
Likelihood = 0.356

Metric: T-SSIM


Prediction map
Pear. correl = 0.331
Spear. correl = 0.149
RMSE = 0.0265
Likelihood = 0.348

Metric: T-FSIM


Prediction map
Pear. correl = 0.0503
Spear. correl = -0.00877
RMSE = 0.075
Likelihood = 0.319

Metric: T-VSI


Prediction map
Pear. correl = 0.14
Spear. correl = 0.15
RMSE = 0.0365
Likelihood = 0.354

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.478
Spear. correl = 0.356
RMSE = 0.0204
Likelihood = 0.374

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.376
Spear. correl = 0.275
RMSE = 0.0226
Likelihood = 0.365

Metric: CNN


Prediction map
Pear. correl = 0.412
Spear. correl = 0.353
RMSE = 0.0235
Likelihood = 0.373

Furniture1_opticalFlow: lev=2 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.712
Spear. correl = 0.367
RMSE = 0.0514
Likelihood = 0.287

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.679
Spear. correl = 0.374
RMSE = 0.0521
Likelihood = 0.286

Metric: T-sCIELab


Prediction map
Pear. correl = 0.74
Spear. correl = 0.342
RMSE = 0.0486
Likelihood = 0.217

Metric: T-SSIM


Prediction map
Pear. correl = 0.745
Spear. correl = 0.449
RMSE = 0.0522
Likelihood = 0.195

Metric: T-FSIM


Prediction map
Pear. correl = 0.517
Spear. correl = 0.0474
RMSE = 0.118
Likelihood = 0.165

Metric: T-VSI


Prediction map
Pear. correl = 0.764
Spear. correl = 0.273
RMSE = 0.0546
Likelihood = 0.222

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.873
Spear. correl = 0.541
RMSE = 0.0557
Likelihood = 0.289

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.78
Spear. correl = 0.419
RMSE = 0.0897
Likelihood = 0.275

Metric: CNN


Prediction map
Pear. correl = 0.859
Spear. correl = 0.451
RMSE = 0.0527
Likelihood = 0.286

Furniture1_opticalFlow: lev=3 ppd=40

Observer marking

Cross-validation fold: 2
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.754
Spear. correl = 0.4
RMSE = 0.0601
Likelihood = 0.19

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.717
Spear. correl = 0.411
RMSE = 0.0632
Likelihood = 0.185

Metric: T-sCIELab


Prediction map
Pear. correl = 0.738
Spear. correl = 0.313
RMSE = 0.063
Likelihood = 0.0837

Metric: T-SSIM


Prediction map
Pear. correl = 0.739
Spear. correl = 0.52
RMSE = 0.0677
Likelihood = 0.0501

Metric: T-FSIM


Prediction map
Pear. correl = 0.411
Spear. correl = -0.0148
RMSE = 0.174
Likelihood = 7.06e-05

Metric: T-VSI


Prediction map
Pear. correl = 0.736
Spear. correl = 0.305
RMSE = 0.0693
Likelihood = 0.0905

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.767
Spear. correl = 0.561
RMSE = 0.0868
Likelihood = 0.166

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.689
Spear. correl = 0.445
RMSE = 0.119
Likelihood = 0.161

Metric: CNN


Prediction map
Pear. correl = 0.875
Spear. correl = 0.533
RMSE = 0.0586
Likelihood = 0.199

Furniture3_NN: lev=1 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.31
Spear. correl = 0.4
RMSE = 0.151
Likelihood = 0.275

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.126
Spear. correl = 0.359
RMSE = 0.0944
Likelihood = 0.272

Metric: T-sCIELab


Prediction map
Pear. correl = 0.232
Spear. correl = 0.412
RMSE = 0.187
Likelihood = 0.263

Metric: T-SSIM


Prediction map
Pear. correl = 0.182
Spear. correl = 0.462
RMSE = 0.22
Likelihood = 0.235

Metric: T-FSIM


Prediction map
Pear. correl = 0.146
Spear. correl = 0.388
RMSE = 0.212
Likelihood = 0.232

Metric: T-VSI


Prediction map
Pear. correl = 0.138
Spear. correl = 0.381
RMSE = 0.206
Likelihood = 0.241

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.0525
Spear. correl = 0.378
RMSE = 0.197
Likelihood = 0.237

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.208
Spear. correl = 0.388
RMSE = 0.24
Likelihood = 0.233

Metric: CNN


Prediction map
Pear. correl = -0.0501
Spear. correl = 0.261
RMSE = 0.226
Likelihood = 0.156

Furniture3_opticalFlow: lev=1 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.639
Spear. correl = 0.16
RMSE = 0.0717
Likelihood = 0.198

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.657
Spear. correl = 0.238
RMSE = 0.0664
Likelihood = 0.211

Metric: T-sCIELab


Prediction map
Pear. correl = 0.742
Spear. correl = 0.177
RMSE = 0.063
Likelihood = 0.148

Metric: T-SSIM


Prediction map
Pear. correl = 0.756
Spear. correl = 0.183
RMSE = 0.0692
Likelihood = 0.136

Metric: T-FSIM


Prediction map
Pear. correl = 0.738
Spear. correl = 0.124
RMSE = 0.0623
Likelihood = 0.139

Metric: T-VSI


Prediction map
Pear. correl = 0.751
Spear. correl = 0.181
RMSE = 0.0606
Likelihood = 0.155

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.884
Spear. correl = 0.281
RMSE = 0.0556
Likelihood = 0.179

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.842
Spear. correl = 0.291
RMSE = 0.0703
Likelihood = 0.196

Metric: CNN


Prediction map
Pear. correl = 0.883
Spear. correl = 0.435
RMSE = 0.0585
Likelihood = 0.205

Furniture3_opticalFlow: lev=2 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.475
Spear. correl = 0.321
RMSE = 0.157
Likelihood = -0.00602

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.636
Spear. correl = 0.281
RMSE = 0.0991
Likelihood = -0.00255

Metric: T-sCIELab


Prediction map
Pear. correl = 0.456
Spear. correl = 0.324
RMSE = 0.192
Likelihood = -0.139

Metric: T-SSIM


Prediction map
Pear. correl = 0.538
Spear. correl = 0.413
RMSE = 0.186
Likelihood = -0.165

Metric: T-FSIM


Prediction map
Pear. correl = 0.605
Spear. correl = 0.284
RMSE = 0.142
Likelihood = -0.127

Metric: T-VSI


Prediction map
Pear. correl = 0.669
Spear. correl = 0.361
RMSE = 0.122
Likelihood = -0.0734

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.629
Spear. correl = 0.477
RMSE = 0.19
Likelihood = -0.0589

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.461
Spear. correl = 0.453
RMSE = 0.313
Likelihood = -0.0126

Metric: CNN


Prediction map
Pear. correl = 0.493
Spear. correl = 0.554
RMSE = 0.271
Likelihood = 0.000757

Furniture3_opticalFlow: lev=3 ppd=40

Observer marking

Cross-validation fold: 3
No. of observers: 15
Peak luminance: 110 cd/m2

Metric: T-ABS


Prediction map
Pear. correl = 0.568
Spear. correl = 0.37
RMSE = 0.152
Likelihood = -0.0298

Metric: T-CIEDE2000


Prediction map
Pear. correl = 0.688
Spear. correl = 0.376
RMSE = 0.111
Likelihood = -0.016

Metric: T-sCIELab


Prediction map
Pear. correl = 0.59
Spear. correl = 0.366
RMSE = 0.166
Likelihood = -0.111

Metric: T-SSIM


Prediction map
Pear. correl = 0.68
Spear. correl = 0.502
RMSE = 0.154
Likelihood = -0.14

Metric: T-FSIM


Prediction map
Pear. correl = 0.701
Spear. correl = 0.339
RMSE = 0.139
Likelihood = -0.107

Metric: T-VSI


Prediction map
Pear. correl = 0.739
Spear. correl = 0.422
RMSE = 0.124
Likelihood = -0.0604

Metric: T-Butteraugli


Prediction map
Pear. correl = 0.802
Spear. correl = 0.563
RMSE = 0.141
Likelihood = -0.0166

Metric: T-HDR-VDP


Prediction map
Pear. correl = 0.619
Spear. correl = 0.522
RMSE = 0.257
Likelihood = 0.00637

Metric: CNN


Prediction map
Pear. correl = 0.686
Spear. correl = 0.64
RMSE = 0.206
Likelihood = 0.0309