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ResearchFormerly WizWand

Denoising on AFHQ 64x64

0.85R-squaredDDPM++
-0.27320.01840.310.6016May 22, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DDPM++Denoiser Category=Network Denoisers2026.050.850.0253
WienerDenoiser Category=Classical Denoisers2026.050.680.0628
+ Soft Q/R + syntheticDenoiser Category=Our Methodology, Augmentation=Soft Q/R + synthetic2026.050.670.0522
+ Soft Q/R + x-flipDenoiser Category=Our Methodology, Augmentation=Soft Q/R + x-flip2026.050.660.0538
+ Soft Q/RDenoiser Category=Our Methodology, Augmentation=Soft Q/R2026.050.650.0535
LSDenoiser Category=Prior FPMCs2026.050.60.0697
PSPC-FlexDenoiser Category=Prior FPMCs2026.050.580.0565
Baseline (PSPC-Flex)Denoiser Category=Our Methodology2026.050.580.0565
PSPC-SquareDenoiser Category=Prior FPMCs2026.050.480.0661
LukoianovDenoiser Category=Prior FPMCs2026.050.380.0691
OptimalDenoiser Category=Classical Denoisers2026.05-0.230.2206