Image Deblurring on GoPro PGD attack, 20 iterations
18.86PSNRRestormer + FP + FreqAvgUp (BoA)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Restormer + FP + FreqAvgUp (BoA)Architecture=Restormer2024.06 | 18.86 | 60.1 | |
| Restormer + FLCArchitecture=Restormer2024.06 | 14.66 | 34.02 | |
| NAFNet + FP + DropHigh + FreqAvgUp (BoA)Architecture=NAFNet2024.06 | 13.04 | 34.91 | |
| NAFNet + FP + DropHighArchitecture=NAFNet2024.06 | 10.82 | 17.98 | |
| Restormer + FreqAvgUpArchitecture=Restormer2024.06 | 10.09 | 23.16 | |
| Restormer + FP + FirstLayerDropArchitecture=Restormer2024.06 | 9.76 | 29.07 | |
| Restormer + FPArchitecture=Restormer2024.06 | 9.45 | 16.55 | |
| Restormer + FP + DropHighArchitecture=Restormer2024.06 | 9.24 | 23.5 | |
| NAFNet + FP + FirstLayerDropArchitecture=NAFNet2024.06 | 7.88 | 16.62 | |
| NAFNet + FP + FirstLayerDrop + FreqAvgUpArchitecture=NAFNet2024.06 | 7.86 | 10.37 | |
| RestormerArchitecture=Restormer2024.06 | 7.58 | 15.43 | |
| NAFNetArchitecture=NAFNet2024.06 | 5.95 | 7.14 | |
| NAFNet + FreqAvgUpArchitecture=NAFNet2024.06 | 5.79 | 2.99 | |
| NAFNet + FP + FreqAvgUpArchitecture=NAFNet2024.06 | 5.12 | 0.43 | |
| NAFNet + FPArchitecture=NAFNet2024.06 | 4.89 | 0.02 |