JPEG Restoration on ImageNet (test)
2.7FID-5KOriginal images
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Original images2021.11 | 2.7 | 250.1 | 76 | 0 | — | — | — | — | — | — | |
| PaletteQuality Factor (QF)=202021.11 | 4.3 | 208.7 | 73.5 | 37.1 | — | — | — | — | — | — | |
| PaletteQuality Factor (QF)=102021.11 | 5.4 | 180.5 | 70.7 | 58.3 | — | — | — | — | — | — | |
| PaletteQuality Factor (QF)=52021.11 | 8.3 | 133.6 | 64.2 | 95.5 | — | — | — | — | — | — | |
| RegressionQuality Factor (QF)=202021.11 | 11.5 | 158.7 | 69.7 | 65.4 | — | — | — | — | — | — | |
| RegressionQuality Factor (QF)=102021.11 | 18 | 117.2 | 63.5 | 102.2 | — | — | — | — | — | — | |
| RegressionQuality Factor (QF)=52021.11 | 29 | 73.9 | 52.8 | 155.4 | — | — | — | — | — | — | |
| DDRMQuality Factor=10, Resolution=256x2562023.05 | — | — | — | — | 0.26 | 8.34 | 74.45 | 24.87 | 27.68 | 0.78 | |
| FBCNNQuality Factor=10, Resolution=256x2562023.05 | — | — | — | — | 0.211 | 8.7 | 68.29 | 24.13 | 27.81 | 0.878 | |
| QGACQuality Factor=10, Resolution=256x2562023.05 | — | — | — | — | 0.26 | — | — | — | 28.01 | 0.8 | |
| RegressionQuality Factor=10, Resolution=256x2562023.05 | — | — | — | — | 0.217 | 9.68 | 74.38 | 27.47 | 27.91 | 0.807 | |
| SwinIRQuality Factor=10, Resolution=256x2562023.05 | — | — | — | — | 0.205 | 8.95 | 65.81 | 22.9 | 28 | 0.883 | |
| UCDIRQuality Factor=10, Resolution=256x2562023.05 | — | — | — | — | 0.139 | 6.92 | 38.74 | 6.3 | 27.75 | 0.808 |