Dataset: zfighting

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

Cabin_ZFighting: lev=1 ppd=40	Observer marking Cross-validation fold: 4 No. of observers: 16 Peak luminance: 110 cd/m2	Metric: T-ABS Prediction map Pear. correl = 0.887 Spear. correl = 0.351 RMSE = 0.0364 Likelihood = 0.437	Metric: T-CIEDE2000 Prediction map Pear. correl = 0.836 Spear. correl = 0.348 RMSE = 0.0336 Likelihood = 0.434	Metric: T-sCIELab Prediction map Pear. correl = 0.877 Spear. correl = 0.369 RMSE = 0.0502 Likelihood = 0.433	Metric: T-SSIM Prediction map Pear. correl = 0.865 Spear. correl = 0.518 RMSE = 0.0532 Likelihood = 0.431	Metric: T-FSIM Prediction map Pear. correl = 0.893 Spear. correl = 0.444 RMSE = 0.0508 Likelihood = 0.435	Metric: T-VSI Prediction map Pear. correl = 0.9 Spear. correl = 0.438 RMSE = 0.0434 Likelihood = 0.437	Metric: T-Butteraugli Prediction map Pear. correl = 0.787 Spear. correl = 0.585 RMSE = 0.0978 Likelihood = 0.42	Metric: T-HDR-VDP Prediction map Pear. correl = 0.767 Spear. correl = 0.597 RMSE = 0.118 Likelihood = 0.403	Metric: CNN Prediction map Pear. correl = 0.958 Spear. correl = 0.631 RMSE = 0.0504 Likelihood = 0.444
Castle_ZFighting: lev=1 ppd=40	Observer marking Cross-validation fold: 2 No. of observers: 16 Peak luminance: 110 cd/m2	Metric: T-ABS Prediction map Pear. correl = 0.797 Spear. correl = 0.86 RMSE = 0.0935 Likelihood = 0.328	Metric: T-CIEDE2000 Prediction map Pear. correl = 0.792 Spear. correl = 0.86 RMSE = 0.0942 Likelihood = 0.332	Metric: T-sCIELab Prediction map Pear. correl = 0.946 Spear. correl = 0.908 RMSE = 0.0761 Likelihood = 0.371	Metric: T-SSIM Prediction map Pear. correl = 0.841 Spear. correl = 0.796 RMSE = 0.0871 Likelihood = 0.342	Metric: T-FSIM Prediction map Pear. correl = 0.899 Spear. correl = 0.548 RMSE = 0.105 Likelihood = 0.313	Metric: T-VSI Prediction map Pear. correl = 0.864 Spear. correl = 0.746 RMSE = 0.083 Likelihood = 0.349	Metric: T-Butteraugli Prediction map Pear. correl = 0.934 Spear. correl = 0.898 RMSE = 0.107 Likelihood = 0.37	Metric: T-HDR-VDP Prediction map Pear. correl = 0.917 Spear. correl = 0.77 RMSE = 0.121 Likelihood = 0.359	Metric: CNN Prediction map Pear. correl = 0.971 Spear. correl = 0.845 RMSE = 0.0625 Likelihood = 0.38
Classroom_ZFighting: lev=1 ppd=40	Observer marking Cross-validation fold: 2 No. of observers: 16 Peak luminance: 110 cd/m2	Metric: T-ABS Prediction map Pear. correl = 0.901 Spear. correl = 0.122 RMSE = 0.0812 Likelihood = 0.143	Metric: T-CIEDE2000 Prediction map Pear. correl = 0.883 Spear. correl = 0.115 RMSE = 0.0878 Likelihood = 0.14	Metric: T-sCIELab Prediction map Pear. correl = 0.966 Spear. correl = 0.181 RMSE = 0.048 Likelihood = 0.286	Metric: T-SSIM Prediction map Pear. correl = 0.958 Spear. correl = 0.494 RMSE = 0.0539 Likelihood = 0.31	Metric: T-FSIM Prediction map Pear. correl = 0.761 Spear. correl = 0.263 RMSE = 0.178 Likelihood = 0.158	Metric: T-VSI Prediction map Pear. correl = 0.864 Spear. correl = 0.336 RMSE = 0.111 Likelihood = 0.0332	Metric: T-Butteraugli Prediction map Pear. correl = 0.89 Spear. correl = 0.267 RMSE = 0.112 Likelihood = 0.284	Metric: T-HDR-VDP Prediction map Pear. correl = 0.812 Spear. correl = 0.263 RMSE = 0.158 Likelihood = 0.184	Metric: CNN Prediction map Pear. correl = 0.943 Spear. correl = 0.471 RMSE = 0.0624 Likelihood = 0.292
Fireplace_ZFighting: lev=1 ppd=40	Observer marking Cross-validation fold: 2 No. of observers: 16 Peak luminance: 110 cd/m2	Metric: T-ABS Prediction map Pear. correl = 0.832 Spear. correl = 0.363 RMSE = 0.0814 Likelihood = 0.199	Metric: T-CIEDE2000 Prediction map Pear. correl = 0.865 Spear. correl = 0.385 RMSE = 0.08 Likelihood = 0.204	Metric: T-sCIELab Prediction map Pear. correl = 0.912 Spear. correl = 0.422 RMSE = 0.104 Likelihood = 0.33	Metric: T-SSIM Prediction map Pear. correl = 0.857 Spear. correl = 0.558 RMSE = 0.084 Likelihood = 0.372	Metric: T-FSIM Prediction map Pear. correl = 0.864 Spear. correl = 0.395 RMSE = 0.115 Likelihood = 0.332	Metric: T-VSI Prediction map Pear. correl = 0.893 Spear. correl = 0.374 RMSE = 0.0739 Likelihood = 0.353	Metric: T-Butteraugli Prediction map Pear. correl = 0.895 Spear. correl = 0.536 RMSE = 0.125 Likelihood = 0.358	Metric: T-HDR-VDP Prediction map Pear. correl = 0.801 Spear. correl = 0.454 RMSE = 0.177 Likelihood = 0.285	Metric: CNN Prediction map Pear. correl = 0.955 Spear. correl = 0.789 RMSE = 0.0961 Likelihood = 0.383
Hospital_ZFighting: lev=1 ppd=40	Observer marking Cross-validation fold: 1 No. of observers: 16 Peak luminance: 110 cd/m2	Metric: T-ABS Prediction map Pear. correl = 0.762 Spear. correl = 0.824 RMSE = 0.0938 Likelihood = 0.304	Metric: T-CIEDE2000 Prediction map Pear. correl = 0.817 Spear. correl = 0.824 RMSE = 0.0738 Likelihood = 0.323	Metric: T-sCIELab Prediction map Pear. correl = 0.89 Spear. correl = 0.915 RMSE = 0.0571 Likelihood = 0.351	Metric: T-SSIM Prediction map Pear. correl = 0.748 Spear. correl = 0.691 RMSE = 0.0828 Likelihood = 0.318	Metric: T-FSIM Prediction map Pear. correl = 0.856 Spear. correl = 0.883 RMSE = 0.0641 Likelihood = 0.346	Metric: T-VSI Prediction map Pear. correl = 0.833 Spear. correl = 0.773 RMSE = 0.0707 Likelihood = 0.334	Metric: T-Butteraugli Prediction map Pear. correl = 0.935 Spear. correl = 0.908 RMSE = 0.0429 Likelihood = 0.378	Metric: T-HDR-VDP Prediction map Pear. correl = 0.949 Spear. correl = 0.844 RMSE = 0.0745 Likelihood = 0.394	Metric: CNN Prediction map Pear. correl = 0.951 Spear. correl = 0.616 RMSE = 0.0631 Likelihood = 0.387
HotelRoom_ZFighting: lev=1 ppd=40	Observer marking Cross-validation fold: 1 No. of observers: 16 Peak luminance: 110 cd/m2	Metric: T-ABS Prediction map Pear. correl = 0.886 Spear. correl = 0.776 RMSE = 0.0448 Likelihood = 0.43	Metric: T-CIEDE2000 Prediction map Pear. correl = 0.87 Spear. correl = 0.776 RMSE = 0.048 Likelihood = 0.428	Metric: T-sCIELab Prediction map Pear. correl = 0.974 Spear. correl = 0.824 RMSE = 0.0266 Likelihood = 0.443	Metric: T-SSIM Prediction map Pear. correl = 0.955 Spear. correl = 0.726 RMSE = 0.0289 Likelihood = 0.434	Metric: T-FSIM Prediction map Pear. correl = 0.939 Spear. correl = 0.488 RMSE = 0.0393 Likelihood = 0.434	Metric: T-VSI Prediction map Pear. correl = 0.949 Spear. correl = 0.659 RMSE = 0.0315 Likelihood = 0.437	Metric: T-Butteraugli Prediction map Pear. correl = 0.765 Spear. correl = 0.686 RMSE = 0.101 Likelihood = 0.416	Metric: T-HDR-VDP Prediction map Pear. correl = 0.682 Spear. correl = 0.474 RMSE = 0.132 Likelihood = 0.379	Metric: CNN Prediction map Pear. correl = 0.972 Spear. correl = 0.345 RMSE = 0.0248 Likelihood = 0.439
Mill_ZFighting: lev=1 ppd=40	Observer marking Cross-validation fold: 5 No. of observers: 16 Peak luminance: 110 cd/m2	Metric: T-ABS Prediction map Pear. correl = 0.804 Spear. correl = 0.782 RMSE = 0.0578 Likelihood = 0.427	Metric: T-CIEDE2000 Prediction map Pear. correl = 0.808 Spear. correl = 0.782 RMSE = 0.0583 Likelihood = 0.427	Metric: T-sCIELab Prediction map Pear. correl = 0.905 Spear. correl = 0.754 RMSE = 0.0474 Likelihood = 0.444	Metric: T-SSIM Prediction map Pear. correl = 0.84 Spear. correl = 0.766 RMSE = 0.0535 Likelihood = 0.434	Metric: T-FSIM Prediction map Pear. correl = 0.908 Spear. correl = 0.58 RMSE = 0.0435 Likelihood = 0.439	Metric: T-VSI Prediction map Pear. correl = 0.901 Spear. correl = 0.811 RMSE = 0.0431 Likelihood = 0.436	Metric: T-Butteraugli Prediction map Pear. correl = 0.85 Spear. correl = 0.696 RMSE = 0.0834 Likelihood = 0.425	Metric: T-HDR-VDP Prediction map Pear. correl = 0.709 Spear. correl = 0.52 RMSE = 0.133 Likelihood = 0.38	Metric: CNN Prediction map Pear. correl = 0.946 Spear. correl = 0.394 RMSE = 0.0434 Likelihood = 0.433
ModernRoom_ZFighting: lev=1 ppd=40	Observer marking Cross-validation fold: 5 No. of observers: 16 Peak luminance: 110 cd/m2	Metric: T-ABS Prediction map Pear. correl = 0.942 Spear. correl = 0.342 RMSE = 0.057 Likelihood = 0.308	Metric: T-CIEDE2000 Prediction map Pear. correl = 0.939 Spear. correl = 0.321 RMSE = 0.0554 Likelihood = 0.299	Metric: T-sCIELab Prediction map Pear. correl = 0.974 Spear. correl = 0.367 RMSE = 0.0494 Likelihood = 0.33	Metric: T-SSIM Prediction map Pear. correl = 0.956 Spear. correl = 0.633 RMSE = 0.0598 Likelihood = 0.332	Metric: T-FSIM Prediction map Pear. correl = 0.882 Spear. correl = 0.355 RMSE = 0.0877 Likelihood = 0.277	Metric: T-VSI Prediction map Pear. correl = 0.955 Spear. correl = 0.369 RMSE = 0.0582 Likelihood = 0.31	Metric: T-Butteraugli Prediction map Pear. correl = 0.813 Spear. correl = 0.45 RMSE = 0.15 Likelihood = 0.287	Metric: T-HDR-VDP Prediction map Pear. correl = 0.75 Spear. correl = 0.402 RMSE = 0.182 Likelihood = 0.206	Metric: CNN Prediction map Pear. correl = 0.938 Spear. correl = 0.436 RMSE = 0.0794 Likelihood = 0.324
Office_ZFighting: lev=1 ppd=40	Observer marking Cross-validation fold: 3 No. of observers: 16 Peak luminance: 110 cd/m2	Metric: T-ABS Prediction map Pear. correl = 0.901 Spear. correl = 0.364 RMSE = 0.118 Likelihood = -0.0679	Metric: T-CIEDE2000 Prediction map Pear. correl = 0.933 Spear. correl = 0.351 RMSE = 0.0907 Likelihood = 0.107	Metric: T-sCIELab Prediction map Pear. correl = 0.941 Spear. correl = 0.473 RMSE = 0.0906 Likelihood = 0.255	Metric: T-SSIM Prediction map Pear. correl = 0.92 Spear. correl = 0.411 RMSE = 0.0911 Likelihood = 0.285	Metric: T-FSIM Prediction map Pear. correl = 0.936 Spear. correl = 0.449 RMSE = 0.0885 Likelihood = 0.228	Metric: T-VSI Prediction map Pear. correl = 0.932 Spear. correl = 0.413 RMSE = 0.0917 Likelihood = 0.182	Metric: T-Butteraugli Prediction map Pear. correl = 0.918 Spear. correl = 0.518 RMSE = 0.111 Likelihood = 0.289	Metric: T-HDR-VDP Prediction map Pear. correl = 0.827 Spear. correl = 0.53 RMSE = 0.177 Likelihood = 0.233	Metric: CNN Prediction map Pear. correl = 0.943 Spear. correl = 0.641 RMSE = 0.0879 Likelihood = 0.365
Road_ZFighting: lev=1 ppd=40	Observer marking Cross-validation fold: 1 No. of observers: 16 Peak luminance: 110 cd/m2	Metric: T-ABS Prediction map Pear. correl = 0.895 Spear. correl = 0.546 RMSE = 0.0526 Likelihood = 0.378	Metric: T-CIEDE2000 Prediction map Pear. correl = 0.899 Spear. correl = 0.544 RMSE = 0.0516 Likelihood = 0.379	Metric: T-sCIELab Prediction map Pear. correl = 0.887 Spear. correl = 0.572 RMSE = 0.0703 Likelihood = 0.383	Metric: T-SSIM Prediction map Pear. correl = 0.894 Spear. correl = 0.624 RMSE = 0.0585 Likelihood = 0.365	Metric: T-FSIM Prediction map Pear. correl = 0.912 Spear. correl = 0.681 RMSE = 0.0582 Likelihood = 0.381	Metric: T-VSI Prediction map Pear. correl = 0.912 Spear. correl = 0.675 RMSE = 0.0549 Likelihood = 0.372	Metric: T-Butteraugli Prediction map Pear. correl = 0.82 Spear. correl = 0.686 RMSE = 0.107 Likelihood = 0.363	Metric: T-HDR-VDP Prediction map Pear. correl = 0.743 Spear. correl = 0.645 RMSE = 0.154 Likelihood = 0.332	Metric: CNN Prediction map Pear. correl = 0.946 Spear. correl = 0.505 RMSE = 0.054 Likelihood = 0.383