Image Quality Assessment on CSIQ (full)
0.976SROCCJND-SalCAR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| JND-SalCAR2022.04 | 0.976 | — | 0.977 | |
| AHIQ2022.04 | 0.975 | — | 0.978 | |
| PieAPP2022.04 | 0.973 | — | 0.975 | |
| DeepQA2022.04 | 0.961 | — | 0.965 | |
| DOG-SSIMc2022.04 | 0.954 | — | 0.943 | |
| Our-VGGBackbone=VGG [29], Mode=Training-free2024.12 | 0.952 | — | 0.949 | |
| AHIQTraining set=KADID2022.04 | 0.951 | — | 0.955 | |
| GMSD2022.04 | 0.95 | — | 0.945 | |
| DeepWSD2024.12 | 0.95 | — | 0.941 | |
| MAD2022.04 | 0.947 | — | 0.95 | |
| SCQI2022.04 | 0.943 | — | 0.927 | |
| IQTTraining set=KADID2022.04 | 0.943 | — | — | |
| VSI2022.04 | 0.942 | — | 0.928 | |
| GMSD2024.12 | 0.939 | — | 0.938 | |
| Our-EffNetBackbone=EfficientNet [31], Mode=Training-free2024.12 | 0.938 | — | 0.933 | |
| NLPD2022.04 | 0.932 | — | 0.923 | |
| FSIMc2022.04 | 0.931 | — | 0.919 | |
| DISTSTraining set=KADID2022.04 | 0.929 | — | 0.928 | |
| VSI2024.12 | 0.929 | — | 0.912 | |
| NLPD2024.12 | 0.926 | — | 0.913 | |
| Our-ResNetBackbone=ResNet-50 [8], Mode=Training-free2024.12 | 0.923 | — | 0.916 | |
| MAD2024.12 | 0.922 | — | 0.922 | |
| DISTS2024.12 | 0.92 | — | 0.919 | |
| FSIM2024.12 | 0.915 | — | 0.902 | |
| VIF2022.04 | 0.911 | — | 0.913 | |
| WaDIQaMTraining set=KADID2022.04 | 0.909 | — | 0.901 | |
| MS-SSIM2022.04 | 0.906 | — | 0.889 | |
| VIF2024.12 | 0.899 | — | 0.899 | |
| LPIPS2024.12 | 0.895 | — | 0.891 | |
| TOPIQ-FR2024.12 | 0.894 | — | 0.894 | |
| PieAPPTraining set=KADID2022.04 | 0.892 | — | 0.877 | |
| PieAPP2024.12 | 0.883 | — | 0.864 | |
| MS-SSIM2024.12 | 0.879 | — | 0.875 | |
| LPIPSTraining set=KADID2022.04 | 0.876 | — | 0.896 | |
| SSIM2022.04 | 0.865 | — | 0.852 | |
| SSIM2024.12 | 0.833 | — | 0.81 | |
| PSNR2022.04 | 0.81 | — | 0.819 | |
| PSNR2024.12 | 0.807 | — | 0.792 | |
| ADD-GSIM2016.08 | — | 1 | — | |
| FSIMc2016.08 | — | -9 | — | |
| GMSD2016.08 | — | 6 | — | |
| MAD2016.08 | — | 3 | — | |
| MDSI2016.08 | — | 6 | — | |
| SCQI2016.08 | — | -3 | — | |
| SFF2016.08 | — | 9 | — | |
| SR SIM2016.08 | — | -7 | — | |
| VIF2016.08 | — | -3 | — | |
| VSI2016.08 | — | -3 | — |