Image Inpainting (box) on CelebA-HQ (test)
27.58PSNRJAPS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| JAPS2025.11 | 27.58 | 0.874 | 0.046 | 32.26 | |
| PiGDM2025.11 | 27.11 | 0.875 | 0.05 | 32.55 | |
| DPS2025.11 | 26.79 | 0.857 | 0.064 | 35.05 | |
| DDPGNFEs=10002025.11 | 25.98 | 0.852 | 0.073 | 30.11 | |
| DiffPIRNFEs=10002025.11 | 25.88 | 0.859 | 0.096 | 46.27 | |
| DSG2025.11 | 25.47 | 0.855 | 0.068 | 36.54 | |
| ICTMlocal prior=true2024.05 | 24.34 | 0.866 | — | — | |
| DAPSNFEs=10002025.11 | 24.14 | 0.723 | 0.165 | 33.74 | |
| ΠGDMModel Type=diffusion-based2024.05 | 24.1 | 0.853 | — | — | |
| DPS-ODEModel Type=flow-based2024.05 | 23.59 | 0.758 | — | — | |
| ICTM (w/o prior)local prior=false2024.05 | 22.42 | 0.803 | — | — | |
| OT-ODEModel Type=flow-based2024.05 | 19.8 | 0.795 | — | — | |
| RED-DiffModel Type=diffusion-based2024.05 | 17.5 | 0.651 | — | — |