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ResearchFormerly WizWand

Image Denoising on CBSD68 (PSNR/SSIM)

34.15PSNRInstructIR
27.317229.091130.86532.6389Dec 4, 2025Jan 8, 2026Feb 12, 2026Mar 19, 2026Apr 23, 2026May 28, 2026Jul 3, 2026
Updated 4mo ago

Evaluation results

MethodLinks
InstructIRsigma=15, Params (M)=15.842025.1234.150.933
DFPIRsigma=15, Params (M)=31.12025.1234.140.935
EvoIRsigma=15, Params (M)=36.682025.1234.140.937
Perceive-IRsigma=15, Params (M)=42.022025.1234.130.934
AdaIRsigma=15, Params (M)=28.772025.1234.120.935
MoCE-IRsigma=15, Params (M)=25.352025.1234.110.932
NDRsigma=15, Params (M)=28.42025.1234.010.932
Up-Restorersigma=15, Params (M)=28.012025.1233.990.933
PromptIRsigma=15, Params (M)=32.962025.1233.980.933
Gridformersigma=15, Params (M)=34.072025.1233.930.931
AirNetsigma=15, Params (M)=8.932025.1233.920.932
IDRsigma=15, Params (M)=15.342025.1233.890.931
ProRessigma=15, Params (M)=370.632025.1232.10.907
Perceive-IRsigma=25, Params (M)=42.022025.1231.530.89
InstructIRsigma=25, Params (M)=15.842025.1231.520.89
EvoIRsigma=25, Params (M)=36.682025.1231.480.896
DFPIRsigma=25, Params (M)=31.12025.1231.470.893
AdaIRsigma=25, Params (M)=28.772025.1231.450.892
MoCE-IRsigma=25, Params (M)=25.352025.1231.450.888
Gridformersigma=25, Params (M)=34.072025.1231.370.887
NDRsigma=25, Params (M)=28.42025.1231.360.887
Up-Restorersigma=25, Params (M)=28.012025.1231.330.888
IDRsigma=25, Params (M)=15.342025.1231.320.884
PromptIRsigma=25, Params (M)=32.962025.1231.310.888
AirNetsigma=25, Params (M)=8.932025.1231.260.888
ProRessigma=25, Params (M)=370.632025.1230.180.863
Pool-DIP# of Parameters=0.23M, Computational Complexity (GMac)=4.082026.0729.10.827
Devil# of Parameters=0.34M*, Computational Complexity (GMac)=34.432026.0729.030.82
DIP# of Parameters=2.30M, Computational Complexity (GMac)=7.272026.0728.770.819
ConvDecoder# of Parameters=0.89M, Computational Complexity (GMac)=59.102026.0728.580.808
Perceive-IRsigma=50, Params (M)=42.022025.1228.310.804
InstructIRsigma=50, Params (M)=15.842025.1228.30.804
DFPIRsigma=50, Params (M)=31.12025.1228.250.806
EvoIRsigma=50, Params (M)=36.682025.1228.230.811
AdaIRsigma=50, Params (M)=28.772025.1228.190.802
MoCE-IRsigma=50, Params (M)=25.352025.1228.180.8
Gridformersigma=50, Params (M)=34.072025.1228.110.801
NDRsigma=50, Params (M)=28.42025.1228.10.798
Up-Restorersigma=50, Params (M)=28.012025.1228.070.799
PromptIRsigma=50, Params (M)=32.962025.1228.060.799
IDRsigma=50, Params (M)=15.342025.1228.040.798
AirNetsigma=50, Params (M)=8.932025.12280.797
DeepDecoder# of Parameters=0.10M, Computational Complexity (GMac)=6.972026.0727.630.609
ProRessigma=50, Params (M)=370.632025.1227.580.779