Image Deblurring on GoPro CosPGD attack (20 iterations)
21PSNRRestormer + FP + FreqAvgUp (BoA)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Restormer + FP + FreqAvgUp (BoA)Architecture=Restormer2024.06 | 21 | 63.51 | |
| Restormer + FLCArchitecture=Restormer2024.06 | 14.66 | 34.01 | |
| NAFNet + FP + DropHigh + FreqAvgUp (BoA)Architecture=NAFNet2024.06 | 13 | 34.7 | |
| NAFNet + FP + DropHighArchitecture=NAFNet2024.06 | 10.78 | 17.7 | |
| Restormer + FreqAvgUpArchitecture=Restormer2024.06 | 10.09 | 23.17 | |
| Restormer + FP + FirstLayerDropArchitecture=Restormer2024.06 | 9.75 | 28.99 | |
| Restormer + FPArchitecture=Restormer2024.06 | 9.44 | 16.51 | |
| Restormer + FP + DropHighArchitecture=Restormer2024.06 | 9.25 | 23.55 | |
| NAFNet + FP + FirstLayerDrop + FreqAvgUpArchitecture=NAFNet2024.06 | 7.87 | 10.36 | |
| NAFNet + FP + FirstLayerDropArchitecture=NAFNet2024.06 | 7.83 | 16.32 | |
| RestormerArchitecture=Restormer2024.06 | 7.59 | 15.48 | |
| NAFNetArchitecture=NAFNet2024.06 | 5.81 | 6.17 | |
| NAFNet + FreqAvgUpArchitecture=NAFNet2024.06 | 5.78 | 3.05 | |
| NAFNet + FP + FreqAvgUpArchitecture=NAFNet2024.06 | 5.12 | 0.43 | |
| NAFNet + FPArchitecture=NAFNet2024.06 | 4.89 | 0.01 |