Image Inpainting on CelebA-HQ Lorem mask 256x256-1k (val)
32.93PSNRMAP-based Problem-Agnostic Diffusion Model
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MAP-based Problem-Agnostic Diffusion Modelq1=12, q2=24, eta=4, Pre-trained on=FFHQ2025.01 | 32.93 | 0.2077 | 0.9 | 37.46 | |
| DDRMoriginal code=true2025.01 | 32.07 | 0.2085 | 0.88 | 41.88 | |
| DPSPre-trained on=FFHQ2025.01 | 29.06 | 0.2185 | 0.83 | 45.86 | |
| MCGPre-trained on=FFHQ2025.01 | 28.84 | 0.2328 | 0.85 | 57.43 | |
| DMPSPre-trained on=FFHQ2025.01 | 28.2 | 0.2187 | 0.82 | 42.35 | |
| PiGDMPre-trained on=FFHQ2025.01 | 21.59 | 0.3369 | 0.76 | 83.98 |