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ResearchFormerly WizWand

Image Deraining on RealRain1K L

40.9PSNRRestormer
17.749623.759829.7735.7802Mar 24, 2025May 31, 2025Aug 8, 2025Oct 15, 2025Dec 23, 2025Mar 1, 2026May 9, 2026
Updated 5mo ago

Evaluation results

MethodLinks
RestormerSupervision Type=Supervised2025.0340.90.985
RestormerSupervision=Supervised2026.0540.90.985
DRSformerSupervision=Supervised2026.0538.840.982
NAFNetSupervision Type=Supervised2025.0338.80.986
NeRD-Rain-SSupervision Type=Supervised2025.0338.640.979
NeRD-Rain-SSupervision=Supervised2026.0538.640.979
PromptIRSupervision Type=Supervised2025.0336.990.973
MPRNetSupervision Type=Supervised2025.0336.290.972
MPRNetSupervision=Supervised2026.0536.290.972
RGSUDSupervision=Unsupervised2026.0532.880.955
CSUDSupervision Type=Unsupervised2025.0332.710.959
CSUDSupervision=Unsupervised2026.0532.710.959
Fr-DiffSupervision=Unsupervised2026.0531.680.948
DehazeSBSupervision=Unsupervised2026.0531.550.946
TP-DiffSupervision=Unsupervised2026.0531.530.945
DDNSupervision Type=Supervised2025.0331.180.917
DDNSupervision=Supervised2026.0531.180.917
DCD-GANSupervision Type=Unsupervised2025.0330.490.939
DCD-GANSupervision=Unsupervised2026.0530.490.939
SPA-NetSupervision Type=Supervised2025.0330.430.947
SPANetSupervision=Supervised2026.0530.430.947
DerainCycleGANSupervision Type=Unsupervised2025.0328.160.901
DerainCycleGANSupervision=Unsupervised2026.0528.160.901
DRNetSetting=Three Tasks2026.0528.10.904
DRNetSetting=Five Tasks2026.0527.890.899
PerceiveIRSetting=Three Tasks2026.0527.790.915
PerceiveIRSetting=Five Tasks2026.0527.430.903
InstructIRSetting=Three Tasks2026.0527.210.901
InstructIRSetting=Five Tasks2026.0527.210.901
DerainNetSupervision Type=Supervised2025.0327.090.925
NLCLSupervision Type=Unsupervised2025.0323.060.832
NLCLSupervision=Unsupervised2026.0523.060.832
PromptIRSetting=Three Tasks2026.0522.980.767
AdaIRSetting=Five Tasks2026.0522.70.789
PromptIRSetting=Five Tasks2026.0522.310.759
AdaIRSetting=Three Tasks2026.0521.960.771
CycleGANSupervision Type=Unsupervised2025.0320.190.82
CycleGANSupervision=Unsupervised2026.0520.190.82
AirNetSetting=Three Tasks2026.0519.880.683
AirNetSetting=Five Tasks2026.0518.640.655