Object Removal on OBER-Wild
91.7ReMOVE† ScoreObjectClear
Evaluation Results
| Method | Links | |
|---|---|---|
| ObjectClear2025.11 | 91.7 | |
| OMNIALPHATraining Strategy=RL2025.11 | 91.5 | |
| OMNIALPHATraining Strategy=SFT2025.11 | 91.4 | |
| RORem2025.11 | 90.3 | |
| Attentive Eraser2025.11 | 90.1 | |
| OmniPaintMask Types=Object Mask2025.05 | 86.56 | |
| PowerPaint2025.11 | 85.4 | |
| ObjectClearMask Types=Object Mask2025.05 | 84.7 | |
| DesignEditMask Types=Object-Effect Mask2025.05 | 82.15 | |
| RORemMask Types=Object-Effect Mask2025.05 | 81.64 | |
| DesignEditMask Types=Object Mask2025.05 | 81.63 | |
| RORemMask Types=Object Mask2025.05 | 81.21 | |
| Attentive EraserMask Types=Object Mask2025.05 | 80.8 | |
| PowerPaintMask Types=Object-Effect Mask2025.05 | 80.44 | |
| SDXL-INP2025.11 | 80.4 | |
| Attentive EraserMask Types=Object-Effect Mask2025.05 | 79.4 | |
| GeoRemoverMask Types=Object Mask2025.05 | 79.38 | |
| CLIPAwayMask Types=Object-Effect Mask2025.05 | 77.05 | |
| CLIPAwayMask Types=Object Mask2025.05 | 77.05 | |
| PowerPaintMask Types=Object Mask2025.05 | 76.99 | |
| OmniEraserMask Types=Object Mask2025.05 | 76.55 | |
| FreeComposeMask Types=Object-Effect Mask2025.05 | 75.55 | |
| FreeComposeMask Types=Object Mask2025.05 | 74.51 | |
| SDXL-INPMask Types=Object-Effect Mask2025.05 | 69.83 | |
| SDXL-INPMask Types=Object Mask2025.05 | 69.71 | |
| BrushNetMask Types=Object Mask2025.05 | 63.41 | |
| BrushNetMask Types=Object-Effect Mask2025.05 | 53.58 |