Object Removal on OpenImages V7 (test)
74.6BG SimilaritySD3.5-M + EraseLoRA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SD3.5-M + EraseLoRAApproach Type=Dataset-Free, Param.=2,243 M, VRAM=21.9 GB, Latency=8 s2025.12 | 74.6 | 15.1 | 93.1 | |
| SmartEraserApproach Type=Dataset-Driven, Param.=1,494 M, VRAM=9.7 GB, Latency=3 s2025.12 | 70.9 | 18.5 | 72.7 | |
| EntityErasureApproach Type=Dataset-Driven, Param.=2,607 M, VRAM=13.6 GB, Latency=4 s2025.12 | 67.9 | 20.4 | 72.8 | |
| SDXL-InpaintingApproach Type=Dataset-Driven, Param.=2,568 M, VRAM=8.3 GB, Latency=4 s2025.12 | 67.7 | 21.2 | 74.2 | |
| PowerPaintApproach Type=Dataset-Driven, Param.=1,952 M, VRAM=4.7 GB, Latency=2 s2025.12 | 66.9 | 21.7 | 71.9 | |
| CLIPAwayApproach Type=Dataset-Driven, Param.=1,390 M, VRAM=11.3 GB, Latency=3 s2025.12 | 65.6 | 22.3 | 71.3 | |
| SD3.5-MApproach Type=Dataset-Free, Param.=2,243 M, VRAM=21.9 GB, Latency=8 s2025.12 | 60.5 | 28.6 | 93.4 | |
| SD3.5-M + DesignEditApproach Type=Dataset-Free, Param.=2,243 M, VRAM=43.2 GB, Latency=13 s2025.12 | 60 | 25.5 | 93.3 | |
| SD3.5-M + AttentiveEraserApproach Type=Dataset-Free, Param.=2,243 M, VRAM=43.2 GB, Latency=25 s2025.12 | 55.9 | 27.6 | 93.1 |