Image Quality Assessment on TID 2008 (full)
0.905PLCCOur-VGG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Our-VGGBackbone=VGG [29], Mode=Training-free2024.12 | 0.905 | — | 0.897 | |
| Our-EffNetBackbone=EfficientNet [31], Mode=Training-free2024.12 | 0.903 | — | 0.899 | |
| DeepWSD2024.12 | 0.9 | — | 0.904 | |
| GMSD2024.12 | 0.878 | — | 0.891 | |
| FSIM2024.12 | 0.875 | — | 0.884 | |
| TOPIQ-FR2024.12 | 0.873 | — | 0.872 | |
| VSI2024.12 | 0.871 | — | 0.895 | |
| NLPD2024.12 | 0.866 | — | 0.877 | |
| Our-ResNetBackbone=ResNet-50 [8], Mode=Training-free2024.12 | 0.859 | — | 0.868 | |
| MS-SSIM2024.12 | 0.842 | — | 0.854 | |
| DISTS2024.12 | 0.829 | — | 0.814 | |
| VIF2024.12 | 0.798 | — | 0.749 | |
| PieAPP2024.12 | 0.752 | — | 0.797 | |
| LPIPS2024.12 | 0.722 | — | 0.718 | |
| MAD2024.12 | 0.681 | — | 0.708 | |
| SSIM2024.12 | 0.625 | — | 0.624 | |
| PSNR2024.12 | 0.507 | — | 0.525 | |
| ADD-GSIM2016.08 | — | 7 | — | |
| FSIMc2016.08 | — | -3 | — | |
| GMSD2016.08 | — | -1 | — | |
| MAD2016.08 | — | -7 | — | |
| MDSI2016.08 | — | 9 | — | |
| SCQI2016.08 | — | 5 | — | |
| SFF2016.08 | — | 1 | — | |
| SR SIM2016.08 | — | 3 | — | |
| VIF2016.08 | — | -9 | — | |
| VSI2016.08 | — | -4 | — |