Object Removal on RORD 2022 (test)
78.6BG SimilarityOmniEraser
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OmniEraserApproach type=Dataset-Driven2025.12 | 78.6 | 13.1 | 65.6 | 58.3 | 58.1 | |
| EraseLoRAApproach type=Dataset-Free, Base Model=SD3.5-M2025.12 | 77.4 | 14.1 | 90.7 | 81.3 | 70.2 | |
| SmartEraserApproach type=Dataset-Driven2025.12 | 76.8 | 14.8 | 67.2 | 75.8 | 72.5 | |
| EntityErasureApproach type=Dataset-Driven2025.12 | 76.6 | 17.5 | 71.6 | 47.5 | 49.7 | |
| CLIPAwayApproach type=Dataset-Driven2025.12 | 74.4 | 15.6 | 70.5 | 35.8 | 39.9 | |
| PowerPaintApproach type=Dataset-Driven2025.12 | 72.9 | 17.6 | 68.7 | 34.1 | 37.6 | |
| FLUX.1-Fill-devApproach type=Dataset-Driven2025.12 | 68.8 | 23.2 | 91.5 | 9.47 | 13.8 | |
| SDXL-InpaintingApproach type=Dataset-Driven2025.12 | 64.5 | 23.4 | 72 | 3.83 | 12.9 | |
| DesignEditApproach type=Dataset-Free, Base Model=SD3.5-M2025.12 | 59.7 | 27.3 | 90.8 | 10.2 | 27.6 | |
| SD3.5-MApproach type=Dataset-Free2025.12 | 58.2 | 31.9 | 90.7 | 3.8 | 6.87 | |
| AttentiveEraserApproach type=Dataset-Free, Base Model=SD3.5-M2025.12 | 54.1 | 30.2 | 90.1 | 2.04 | 23 |