Image Inpainting on CelebA-HQ Box mask 256x256-1k (val)
31.1PSNRMAP-based Problem-Agnostic Diffusion Model
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MAP-based Problem-Agnostic Diffusion Modelq1=10, q2=24, eta=4, Pre-trained on=FFHQ2025.01 | 31.1 | 0.2071 | 0.9 | 37.41 | |
| DDRMoriginal code=true2025.01 | 29.88 | 0.2373 | 0.83 | 43.94 | |
| MCGPre-trained on=FFHQ2025.01 | 28.18 | 0.228 | 0.89 | 52.66 | |
| DPSPre-trained on=FFHQ2025.01 | 23.2 | 0.2215 | 0.82 | 54.13 | |
| DMPSPre-trained on=FFHQ2025.01 | 23.19 | 0.2106 | 0.81 | 61.86 | |
| PiGDMPre-trained on=FFHQ2025.01 | 21.09 | 0.2287 | 0.8 | 78.73 |