Object Removal on OmniPaint-Bench
49.1927FIDOSOR(FLUX)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| OSOR(FLUX)Latency (s)=1.06, Mask Protocol=object-only masks2026.06 | 49.1927 | 0.0703 | 0.1419 | 24.936 | 0.833 | 0.2303 | |
| OmniPaintLatency (s)=34.13, Mask Protocol=object-only masks2026.06 | 50.0921 | 0.0808 | 0.1522 | 23.455 | 0.8126 | 0.27 | |
| ObjectClearLatency (s)=8.90, Mask Protocol=object-only masks2026.06 | 58.3634 | 0.1353 | 0.2357 | 23.543 | 0.7991 | 0.2535 | |
| AttentiveEraserLatency (s)=8.68, Mask Protocol=object-only masks2026.06 | 62.188 | 0.133 | 0.1732 | 22.406 | 0.7762 | 0.329 | |
| OSOR(SDXL)Latency (s)=0.42, Mask Protocol=object-only masks2026.06 | 67.4797 | 0.1967 | 0.2648 | 23.168 | 0.7419 | 0.2104 | |
| OmniEraserLatency (s)=14.39, Mask Protocol=object-only masks2026.06 | 75.0069 | 0.1743 | 0.2502 | 22.063 | 0.7062 | 0.3194 | |
| SDXL-INPLatency (s)=6.16, Mask Protocol=object-only masks2026.06 | 115.0825 | 0.3088 | 0.2828 | 18.081 | 0.7059 | 0.5792 | |
| CLIPAwayLatency (s)=5.96, Mask Protocol=object-only masks2026.06 | 117.2142 | 0.5298 | 0.3005 | 19.434 | 0.6972 | 0.5457 | |
| FLUX-FillLatency (s)=25.27, Mask Protocol=object-only masks2026.06 | 124.7098 | 0.3085 | 0.2056 | 19.46 | 0.7902 | 0.475 |