Image Inpainting on CelebA-HQ (test)
0.022LPIPSFoD
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| FoDParam=73.45, Lat.=1681.862026.05 | 0.022 | 11.9 | — | — | — | — | 32.02 | 94.3 | |
| DiSI-GParam=32.49, Lat.=649.312026.05 | 0.024 | 12.82 | — | — | — | — | 32.84 | 94.3 | |
| GOUBParam=137.15, Lat.=6731.152026.05 | 0.03 | 14.98 | — | — | — | — | 30.28 | 93 | |
| DiSI-RParam=32.49, Lat.=65.852026.05 | 0.036 | 18.74 | — | — | — | — | 33.85 | 95.5 | |
| IR-SDEParam=34.80, Lat.=5852.142026.05 | 0.046 | 25.13 | — | — | — | — | 28.37 | 91.7 | |
| PromptIRParam=35.59, Lat.=66.632026.05 | 0.068 | 32.69 | — | — | — | — | 30.22 | 91.8 | |
| DDRMParam=113.67, Lat.=742.242026.05 | 0.089 | 37.02 | — | — | — | — | 27.16 | 89.9 | |
| ASUKA-II-FLUX2026.01 | 0.126 | 5.471 | 0.262 | 0.127 | — | 38.981 | — | — | |
| FLUX-Fill2026.01 | 0.127 | 5.72 | 0.29 | 0.098 | — | 44.048 | — | — | |
| ASUKA-SD2023.12 | 0.129 | 10.19 | 0.293 | 0.134 | 94.1 | 40.503 | — | — | |
| ASUKA-I-SD2026.01 | 0.129 | 10.19 | 0.293 | 0.134 | — | 40.503 | — | — | |
| SD2023.12 | 0.132 | 11.968 | 0.282 | 0.101 | 93.9 | 42.87 | — | — | |
| SD2026.01 | 0.132 | 11.968 | 0.282 | 0.101 | — | 42.87 | — | — | |
| PRDIMEvaluation Protocol=zero-shot2026.05 | 2.09 | 0.47 | — | — | — | — | 40.43 | 99.5 | |
| SDEditEvaluation Protocol=zero-shot2026.05 | 2.38 | 1.49 | — | — | — | — | 36.51 | 98.7 | |
| DiffPuterEvaluation Protocol=zero-shot2026.05 | 2.98 | 1 | — | — | — | — | 38.76 | 99.2 | |
| RePaintEvaluation Protocol=zero-shot2026.05 | 4.94 | 0.48 | — | — | — | — | 39.49 | 99.3 | |
| Vanilla DiffusionEvaluation Protocol=zero-shot, objective=CSDI2026.05 | 5.21 | 1.67 | — | — | — | — | 37.39 | 99 |