Object Removal on RORD (test)
0.774BG 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 | 0.774 | 0.141 | 0.907 | |
| SmartEraserApproach Type=Dataset-Driven, Param.=1,494 M, VRAM=9.7 GB, Latency=3 s2025.12 | 0.768 | 0.148 | 0.672 | |
| EntityErasureApproach Type=Dataset-Driven, Param.=2,607 M, VRAM=13.6 GB, Latency=4 s2025.12 | 0.766 | 0.175 | 0.716 | |
| CLIPAwayApproach Type=Dataset-Driven, Param.=1,390 M, VRAM=11.3 GB, Latency=3 s2025.12 | 0.744 | 0.156 | 0.705 | |
| PowerPaintApproach Type=Dataset-Driven, Param.=1,952 M, VRAM=4.7 GB, Latency=2 s2025.12 | 0.729 | 0.176 | 0.687 | |
| SDXL-InpaintingApproach Type=Dataset-Driven, Param.=2,568 M, VRAM=8.3 GB, Latency=4 s2025.12 | 0.645 | 0.234 | 0.72 | |
| SD3.5-M + DesignEditApproach Type=Dataset-Free, Param.=2,243 M, VRAM=43.2 GB, Latency=13 s2025.12 | 0.597 | 0.273 | 0.908 | |
| SD3.5-MApproach Type=Dataset-Free, Param.=2,243 M, VRAM=21.9 GB, Latency=8 s2025.12 | 0.582 | 0.319 | 0.907 | |
| SD3.5-M + AttentiveEraserApproach Type=Dataset-Free, Param.=2,243 M, VRAM=43.2 GB, Latency=25 s2025.12 | 0.541 | 0.302 | 0.901 |