Denoising on CelebA-HQ 1k (sigma=0.2) 256x256 (val)
34.61PSNRMAP-based Problem-Agnostic Diffusion Model
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MAP-based Problem-Agnostic Diffusion Modelnoise_sigma=0.22025.01 | 34.61 | 0.177 | 0.91 | 35.11 | |
| DDRMnoise_sigma=0.22025.01 | 31.22 | 0.2165 | 0.89 | 53.55 | |
| DPSnoise_sigma=0.22025.01 | 29.93 | 0.251 | 0.87 | 43.67 | |
| ΠGDMnoise_sigma=0.22025.01 | 29.76 | 0.1884 | 0.86 | 43.71 | |
| DMPSnoise_sigma=0.22025.01 | 29.73 | 0.2051 | 0.89 | 48.16 | |
| MCGnoise_sigma=0.22025.01 | 29.17 | 0.2224 | 0.86 | 42.3 |