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ResearchFormerly WizWand

Image Restoration on sRGB (Gaussian noise σ ∈ [5/255, 50/255]) synthetic (test)

36.15PSNRBaselineR
27.923630.059332.19534.3307Nov 14, 2022
Updated 8mo ago

Evaluation results

MethodLinks
BaselineRParadigm=Supervised IR2022.1136.150.95340.07
SelfIRParadigm=Ours2022.1135.740.94990.076
BaselineNParadigm=Supervised Denoising2022.1134.910.9360.098
N2NParadigm=Self-Supervised Denoising2022.1134.880.93540.1
Laine19-pmeParadigm=Self-Supervised Denoising2022.1134.760.93220.086
Blind2UnblindParadigm=Self-Supervised Denoising2022.1134.690.93530.107
DnCNNParadigm=Supervised Denoising2022.1134.630.93080.121
Neighbor2NeighborParadigm=Self-Supervised Denoising2022.1134.290.92710.085
R2RParadigm=Self-Supervised Denoising2022.1133.740.92230.1
DBSNParadigm=Self-Supervised Denoising2022.1133.720.92240.111
Laine19-muParadigm=Self-Supervised Denoising2022.1133.610.92270.104
N2VParadigm=Self-Supervised Denoising2022.1133.090.9180.115
DeepDeblurParadigm=Supervised Deblurring2022.1130.040.90150.133
BaselineBParadigm=Supervised Deblurring2022.1128.240.85610.191