Denoising on CelebA-HQ 1k (sigma=0.05) 256x256 (val)
38.19PSNRMAP-based Problem-Agnostic Diffusion Model
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MAP-based Problem-Agnostic Diffusion Modelnoise_sigma=0.052025.01 | 38.19 | 0.1522 | 93 | 33.14 | |
| DDRMnoise_sigma=0.052025.01 | 35.98 | 0.1648 | 92 | 37.75 | |
| MCGnoise_sigma=0.052025.01 | 33.72 | 0.1694 | 92 | 38.34 | |
| DMPSnoise_sigma=0.052025.01 | 31.95 | 0.1762 | 92 | 37.11 | |
| ΠGDMnoise_sigma=0.052025.01 | 31.27 | 0.1665 | 91 | 33.79 | |
| DPSnoise_sigma=0.052025.01 | 30.57 | 0.2017 | 92 | 37.53 |