Image Denoising on SSID CosPGD, 10 attack iterations

28.47PSNR

NAFNet

Updated 1mo ago

Evaluation Results

Method
NAFNet 2024.06	28.47	82.6
NAFNet 2024.06	28.43	82.43
NAFNet + FP + FirstLayerDrop 2024.06	27.98	79.53
NAFNet + FP + FirstLayerDrop 2024.06	27.98	79.52
NAFNet + FP 2024.06	27.92	78.41
NAFNet + FP 2024.06	27.91	78.41
Restormer + FP 2024.06	27.26	90.75
Restormer + FP 2024.06	27.23	90.82
Restormer + FreqAvgUp 2024.06	27.13	91.86
Restormer + FreqAvgUp 2024.06	27.13	91.8
NAFNet + FP + DropHigh + FreqAvgUp 2024.06	26.9	73.83
NAFNet + FP + FreqAvgUp (BoA) 2024.06	26.9	73.83
NAFNet + FP + DropHigh + FreqAvgUp 2024.06	26.9	73.83
NAFNet + FP + FreqAvgUp (BoA) 2024.06	26.9	73.83
Restormer + FP + DropHigh 2024.06	26.72	90.58
Restormer + FP + DropHigh 2024.06	26.71	90.56
NAFNet + FreqAvgUp 2024.06	26.69	73.95
Restormer + FP + FirstLayerDrop 2024.06	26.67	91.43
NAFNet + FreqAvgUp 2024.06	26.65	73.83
Restormer + FP + FirstLayerDrop 2024.06	26.63	91.28
Restormer + FP + FirstLayerDrop + FreqAvgUp 2024.06	26.42	90.41
Restormer + FP + FirstLayerDrop + FreqAvgUp 2024.06	26.42	90.46
NAFNet + FP + DropHigh 2024.06	26.41	72.44
NAFNet + FP + DropHigh 2024.06	26.41	72.43
Restormer + FP + FreqAvgUp (BoA) 2024.06	25.95	89.76
Restormer + FP + FreqAvgUp (BoA) 2024.06	25.94	89.7
NAFNet + FP + FirstLayerDrop + FreqAvgUp 2024.06	25.9	69.38
NAFNet + FP + FirstLayerDrop + FreqAvgUp 2024.06	25.88	69.31
Restormer 2024.06	25.66	90.68
Restormer 2024.06	25.64	90.67
Restormer + FP + DropHigh + FreqAvgUp (BoA) 2024.06	25.64	86.01
Restormer + FP + DropHigh + FreqAvgUp (BoA) 2024.06	25.64	85.98