Image Deblurring on GoPro CosPGD attack, 5 iterations
23.9PSNRRestormer + FP + FreqAvgUp (BoA)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Restormer + FP + FreqAvgUp (BoA)Architecture=Restormer2024.06 | 23.9 | 75.78 | |
| NAFNet + FP + DropHigh + FreqAvgUp (BoA)Architecture=NAFNet2024.06 | 17.88 | 54.99 | |
| Restormer + FLCArchitecture=Restormer2024.06 | 17.3 | 47.25 | |
| NAFNet + FP + DropHighArchitecture=NAFNet2024.06 | 14.41 | 32.66 | |
| Restormer + FreqAvgUpArchitecture=Restormer2024.06 | 13.35 | 38.31 | |
| Restormer + FP + FirstLayerDropArchitecture=Restormer2024.06 | 13.11 | 44.58 | |
| Restormer + FP + DropHighArchitecture=Restormer2024.06 | 12.67 | 37.07 | |
| Restormer + FPArchitecture=Restormer2024.06 | 12.17 | 30.24 | |
| NAFNet + FP + FirstLayerDrop + FreqAvgUpArchitecture=NAFNet2024.06 | 12.13 | 26.92 | |
| RestormerArchitecture=Restormer2024.06 | 11.36 | 32.36 | |
| NAFNet + FP + FirstLayerDropArchitecture=NAFNet2024.06 | 11 | 32.45 | |
| NAFNetArchitecture=NAFNet2024.06 | 8.67 | 22.64 | |
| NAFNet + FreqAvgUpArchitecture=NAFNet2024.06 | 6.97 | 7.36 | |
| NAFNet + FPArchitecture=NAFNet2024.06 | 5.6 | 5.36 | |
| NAFNet + FP + FreqAvgUpArchitecture=NAFNet2024.06 | 5.13 | 0.42 |