Object Removal on MULAN
24.89PSNRObjectClear
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| ObjectClear2025.05 | 24.89 | 0.1586 | 0.0468 | 0.0373 | — | — | — | — | |
| Attentive Eraser2025.05 | 23.96 | 0.196 | 0.0551 | 0.0397 | — | — | — | — | |
| AdaEraserTraining=false2026.05 | 23.5871 | 0.2026 | — | — | 51.108 | 0.9065 | 0.2002 | 7.08 | |
| RORem2025.05 | 23.53 | 0.2369 | 0.0571 | 0.0438 | — | — | — | — | |
| RORemTraining=true2026.05 | 23.5275 | 0.2086 | — | — | 53.47 | 0.9048 | 0.2033 | 6.22 | |
| DesignEdit2025.05 | 23.26 | 0.2375 | 0.1114 | 0.0725 | — | — | — | — | |
| AttentiveEraserTraining=false2026.05 | 22.7771 | 0.2221 | — | — | 54.04 | 0.9 | 0.2095 | 5.46 | |
| OmniPaint2025.05 | 22.29 | 0.1915 | 0.065 | 0.055 | — | — | — | — | |
| OmniEraser2025.05 | 21.56 | 0.2642 | 0.0728 | 0.0682 | — | — | — | — | |
| OmniPaintTraining=true2026.05 | 21.4493 | 0.2291 | — | — | 59.996 | 0.8706 | 0.2329 | 5.07 | |
| FreeCompose2025.05 | 21.3 | 0.2337 | 0.0828 | 0.0703 | — | — | — | — | |
| PowerPaint2025.05 | 21.18 | 0.2449 | 0.1087 | 0.0962 | — | — | — | — | |
| ClipawayTraining=true2026.05 | 21.0102 | 0.2313 | — | — | 62.694 | 0.8697 | 0.2759 | 3.87 | |
| SmartEraserTraining=true2026.05 | 20.2935 | 0.2498 | — | — | 76.499 | 0.8542 | 0.3728 | 3.67 | |
| CLIPAway2025.05 | 20.08 | 0.2666 | 0.118 | 0.1152 | — | — | — | — | |
| SDXL-INP2025.05 | 19.91 | 0.2494 | 0.1324 | 0.1312 | — | — | — | — | |
| SDXL-INPTraining=true2026.05 | 19.4398 | 0.2834 | — | — | 115.85 | 0.6385 | 0.5011 | 1.98 | |
| BrushNet2025.05 | 18.22 | 0.3181 | 0.2062 | 0.1893 | — | — | — | — | |
| PowerPaintTraining=true2026.05 | 18.0304 | 0.3147 | — | — | 134.8 | 0.6069 | 0.4262 | 2.64 |