Image Inpainting on CelebA-HQ Lolcat mask 256x256-1k (val)
33.42PSNRMAP-based Problem-Agnostic Diffusion Model
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MAP-based Problem-Agnostic Diffusion Modelq1=12, q2=23, eta=3, Pre-trained on=FFHQ2025.01 | 33.42 | 0.24 | 0.89 | 38.62 | |
| DDRMoriginal code=true2025.01 | 31.23 | 0.2403 | 0.85 | 43.49 | |
| DPSPre-trained on=FFHQ2025.01 | 29.63 | 0.2421 | 0.81 | 40.54 | |
| MCGPre-trained on=FFHQ2025.01 | 27.8 | 0.2603 | 0.85 | 52.11 | |
| DMPSPre-trained on=FFHQ2025.01 | 18.97 | 0.3031 | 0.71 | 97.33 | |
| PiGDMPre-trained on=FFHQ2025.01 | 15.59 | 0.411 | 0.73 | 123.83 |