Denoising on FFHQ 1k (sigma=0.05) 256x256 (val)
35.67PSNRMAP-based Problem-Agnostic Diffusion Model
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MAP-based Problem-Agnostic Diffusion Modelnoise_sigma=0.052025.01 | 35.67 | 0.1721 | 92 | 33.69 | |
| DDRMnoise_sigma=0.052025.01 | 34.13 | 0.2337 | 91 | 39.85 | |
| ΠGDMnoise_sigma=0.052025.01 | 33.37 | 0.2171 | 90 | 33.93 | |
| MCGnoise_sigma=0.052025.01 | 32.43 | 0.1919 | 90 | 37.2 | |
| DMPSnoise_sigma=0.052025.01 | 31.04 | 0.2183 | 88 | 34.87 | |
| DPSnoise_sigma=0.052025.01 | 30.21 | 0.2182 | 90 | 42.34 |