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ResearchFormerly WizWand

Image Deblurring on GoPro CosPGD attack 10 iterations

21.76PSNRRestormer + FP + FreqAvgUp (BoA)
4.26728.808613.3517.8914Jun 11, 2024
Updated 4mo ago

Evaluation results

MethodLinks
Restormer + FP + FreqAvgUp (BoA)Architecture=Restormer2024.0621.7668.75
Restormer + FP + FreqAvgUp (BoA)Architecture=Restormer2024.0618.910.639
Restormer + FLCArchitecture=Restormer2024.0616.0140.31
Restormer + FLCArchitecture=Restormer2024.06160.403
NAFNet + FP + DropHigh + FreqAvgUp (BoA)Architecture=NAFNet2024.0615.230.4441
NAFNet + FP + DropHigh + FreqAvgUp (BoA)Architecture=NAFNet2024.0615.2144.32
NAFNet + FP + DropHighArchitecture=NAFNet2024.0612.340.2344
NAFNet + FP + DropHighArchitecture=NAFNet2024.0612.3323.38
Restormer + FreqAvgUpArchitecture=Restormer2024.0611.210.2839
Restormer + FreqAvgUpArchitecture=Restormer2024.0611.228.37
Restormer + FP + FirstLayerDropArchitecture=Restormer2024.061135.13
Restormer + FP + FirstLayerDropArchitecture=Restormer2024.0610.980.3502
Restormer + FPArchitecture=Restormer2024.0610.3521.17
Restormer + FPArchitecture=Restormer2024.0610.350.2112
Restormer + FP + DropHighArchitecture=Restormer2024.0610.3428.75
Restormer + FP + DropHighArchitecture=Restormer2024.0610.340.2878
NAFNet + FP + FirstLayerDrop + FreqAvgUpArchitecture=NAFNet2024.069.515.89
NAFNet + FP + FirstLayerDrop + FreqAvgUpArchitecture=NAFNet2024.069.450.1567
NAFNet + FP + FirstLayerDropArchitecture=NAFNet2024.069.1123.22
NAFNet + FP + FirstLayerDropArchitecture=NAFNet2024.069.10.2317
RestormerArchitecture=Restormer2024.069.0522.42
RestormerArchitecture=Restormer2024.069.040.2234
NAFNetArchitecture=NAFNet2024.068.660.2282
NAFNetArchitecture=NAFNet2024.066.6811.27
NAFNet + FreqAvgUpArchitecture=NAFNet2024.066.180.0416
NAFNet + FreqAvgUpArchitecture=NAFNet2024.066.174.12
NAFNet + FP + FreqAvgUpArchitecture=NAFNet2024.065.120.43
NAFNet + FP + FreqAvgUpArchitecture=NAFNet2024.065.120.0043
NAFNet + FPArchitecture=NAFNet2024.064.940.74
NAFNet + FPArchitecture=NAFNet2024.064.940.0072