Denoising on AFHQ 64x64
0.85R-squaredDDPM++
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DDPM++Denoiser Category=Network Denoisers2026.05 | 0.85 | 0.0253 | |
| WienerDenoiser Category=Classical Denoisers2026.05 | 0.68 | 0.0628 | |
| + Soft Q/R + syntheticDenoiser Category=Our Methodology, Augmentation=Soft Q/R + synthetic2026.05 | 0.67 | 0.0522 | |
| + Soft Q/R + x-flipDenoiser Category=Our Methodology, Augmentation=Soft Q/R + x-flip2026.05 | 0.66 | 0.0538 | |
| + Soft Q/RDenoiser Category=Our Methodology, Augmentation=Soft Q/R2026.05 | 0.65 | 0.0535 | |
| LSDenoiser Category=Prior FPMCs2026.05 | 0.6 | 0.0697 | |
| PSPC-FlexDenoiser Category=Prior FPMCs2026.05 | 0.58 | 0.0565 | |
| Baseline (PSPC-Flex)Denoiser Category=Our Methodology2026.05 | 0.58 | 0.0565 | |
| PSPC-SquareDenoiser Category=Prior FPMCs2026.05 | 0.48 | 0.0661 | |
| LukoianovDenoiser Category=Prior FPMCs2026.05 | 0.38 | 0.0691 | |
| OptimalDenoiser Category=Classical Denoisers2026.05 | -0.23 | 0.2206 |