Denoising on CIFAR-10
0.93R^2DDPM++
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DDPM++Denoiser Category=Network Denoisers2026.05 | 0.93 | 0.0151 | |
| + Soft Q/R + syntheticDenoiser Category=Our Methodology, Augmentation=Soft Q/R + synthetic2026.05 | 0.76 | 0.037 | |
| + Soft Q/R + x-flipDenoiser Category=Our Methodology, Augmentation=Soft Q/R + x-flip2026.05 | 0.74 | 0.0384 | |
| + Soft Q/RDenoiser Category=Our Methodology, Augmentation=Soft Q/R2026.05 | 0.73 | 0.0395 | |
| WienerDenoiser Category=Classical Denoisers2026.05 | 0.72 | 0.0545 | |
| LukoianovDenoiser Category=Prior FPMCs2026.05 | 0.69 | 0.0432 | |
| PSPC-FlexDenoiser Category=Prior FPMCs2026.05 | 0.67 | 0.0418 | |
| Baseline (PSPC-Flex)Denoiser Category=Our Methodology2026.05 | 0.67 | 0.0418 | |
| ELSDenoiser Category=Prior FPMCs2026.05 | 0.66 | 0.061 | |
| LSDenoiser Category=Prior FPMCs2026.05 | 0.58 | 0.0717 | |
| PSPC-SquareDenoiser Category=Prior FPMCs2026.05 | 0.57 | 0.0557 | |
| OptimalDenoiser Category=Classical Denoisers2026.05 | -0.14 | 0.179 |