Object Removal on OpenImages V7 2020 (test)
74.6BG SimilarityEraseLoRA
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EraseLoRAApproach type=Dataset-Free, Base Model=SD3.5-M2025.12 | 74.6 | 15.1 | 93.1 | 71 | 61 | |
| OmniEraserApproach type=Dataset-Driven2025.12 | 71.8 | 16.8 | 66.1 | 61.2 | 56.4 | |
| SmartEraserApproach type=Dataset-Driven2025.12 | 70.9 | 18.5 | 72.7 | 59.5 | 57.4 | |
| EntityErasureApproach type=Dataset-Driven2025.12 | 67.9 | 20.4 | 72.8 | 50.5 | 51.4 | |
| SDXL-InpaintingApproach type=Dataset-Driven2025.12 | 67.7 | 21.2 | 74.2 | 27.1 | 30.9 | |
| PowerPaintApproach type=Dataset-Driven2025.12 | 66.9 | 21.7 | 71.9 | 33.2 | 34.9 | |
| FLUX.1-Fill-devApproach type=Dataset-Driven2025.12 | 66.1 | 25.5 | 94.5 | 30.3 | 33.5 | |
| CLIPAwayApproach type=Dataset-Driven2025.12 | 65.6 | 22.3 | 71.3 | 33.2 | 38.4 | |
| SD3.5-MApproach type=Dataset-Free2025.12 | 60.5 | 28.6 | 93.4 | 12.7 | 16.9 | |
| DesignEditApproach type=Dataset-Free, Base Model=SD3.5-M2025.12 | 60 | 25.5 | 93.3 | 24.8 | 34.1 | |
| AttentiveEraserApproach type=Dataset-Free, Base Model=SD3.5-M2025.12 | 55.9 | 27.6 | 93.1 | 10.5 | 31.6 |