Image Deblurring on GoPro CosPGD attack 10 iterations benchmark leaderboard · SOTA2 Research

Image Deblurring on GoPro CosPGD attack 10 iterations

21.76PSNRRestormer + FP + FreqAvgUp (BoA)

Evaluation Results

Method
Restormer + FP + FreqAvgUp (BoA)2024.06	21.76	68.75
Restormer + FP + FreqAvgUp (BoA)2024.06	18.91	0.639
Restormer + FLC2024.06	16.01	40.31
Restormer + FLC2024.06	16	0.403
NAFNet + FP + DropHigh + FreqAvgUp (BoA)2024.06	15.23	0.4441
NAFNet + FP + DropHigh + FreqAvgUp (BoA)2024.06	15.21	44.32
NAFNet + FP + DropHigh2024.06	12.34	0.2344
NAFNet + FP + DropHigh2024.06	12.33	23.38
Restormer + FreqAvgUp2024.06	11.21	0.2839
Restormer + FreqAvgUp2024.06	11.2	28.37
Restormer + FP + FirstLayerDrop2024.06	11	35.13
Restormer + FP + FirstLayerDrop2024.06	10.98	0.3502
Restormer + FP2024.06	10.35	21.17
Restormer + FP2024.06	10.35	0.2112
Restormer + FP + DropHigh2024.06	10.34	28.75
Restormer + FP + DropHigh2024.06	10.34	0.2878
NAFNet + FP + FirstLayerDrop + FreqAvgUp2024.06	9.5	15.89
NAFNet + FP + FirstLayerDrop + FreqAvgUp2024.06	9.45	0.1567
NAFNet + FP + FirstLayerDrop2024.06	9.11	23.22
NAFNet + FP + FirstLayerDrop2024.06	9.1	0.2317
Restormer2024.06	9.05	22.42
Restormer2024.06	9.04	0.2234
NAFNet2024.06	8.66	0.2282
NAFNet2024.06	6.68	11.27
NAFNet + FreqAvgUp2024.06	6.18	0.0416
NAFNet + FreqAvgUp2024.06	6.17	4.12
NAFNet + FP + FreqAvgUp2024.06	5.12	0.43
NAFNet + FP + FreqAvgUp2024.06	5.12	0.0043
NAFNet + FP2024.06	4.94	0.74
NAFNet + FP2024.06	4.94	0.0072