Denoising on CelebA-HQ 256x256-1k (val)
37.69PSNRMAP-based Problem-Agnostic Diffusion Model
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MAP-based Problem-Agnostic Diffusion Modelnoise_sigma=0.12025.01 | 37.69 | 0.1593 | 93 | 34.85 | |
| DDRMnoise_sigma=0.12025.01 | 35.21 | 0.1663 | 91 | 47.18 | |
| MCGnoise_sigma=0.12025.01 | 32.28 | 0.1852 | 91 | 41.88 | |
| MAP-based Problem-Agnostic Diffusion Model2025.01 | 31.48 | 0.2243 | 90 | 35.47 | |
| ΠGDMnoise_sigma=0.12025.01 | 31.01 | 0.1681 | 90 | 37.57 | |
| DMPSnoise_sigma=0.12025.01 | 30.62 | 0.1771 | 91 | 45.37 | |
| DDRM2025.01 | 30.46 | 0.2332 | 87 | 55.75 | |
| DPSnoise_sigma=0.12025.01 | 30.44 | 0.2151 | 91 | 42.57 | |
| DPS2025.01 | 29.63 | 0.2969 | 84 | 44.08 | |
| DMPS2025.01 | 28.96 | 0.306 | 86 | 52.21 | |
| MCG2025.01 | 28.78 | 0.2624 | 84 | 45.68 | |
| ΠGDM2025.01 | 23.97 | 0.251 | 82 | 63.99 |