Video Object Removal on BridgeRemoval-Bench
0.2966CLIP-TGenOmnimatte
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GenOmnimatteYear-Venue=2025-CVPR, Base Model=Wan2.1-1.3B (Wan et al., 2025), Runtime (s/frame)=3.9142026.01 | 0.2966 | 0.9878 | 31.5999 | 63.3032 | 0.0506 | |
| BridgeRemovalYear-Venue=2026, Base Model=Wan2.1-1.3B (Wan et al., 2025), Runtime (s/frame)=1.1112026.01 | 0.2922 | 0.9917 | 33.2394 | 46.3525 | 0.0415 | |
| SenoriaYear-Venue=2025-arxiv, Base Model=CogVideoX-5B (Yang et al., 2025b), Runtime (s/frame)=2.1432026.01 | 0.292 | 0.9843 | 18.9123 | 1,553.9859 | 0.3365 | |
| VACEYear-Venue=2025-ICCV, Base Model=Wan2.1-1.3B (Wan et al., 2025), Runtime (s/frame)=1.7652026.01 | 0.2875 | 0.9859 | 31.0548 | 61.7623 | 0.0335 | |
| ICVEYear-Venue=2025-arxiv, Base Model=Hunyuanvideo-13B (Kong et al., 2025), Runtime (s/frame)=12.5712026.01 | 0.2842 | 0.9887 | 17.4098 | 1,589.3646 | 0.274 | |
| ROSEYear-Venue=2025-NeurIPS, Base Model=Wan2.1-1.3B (Wan et al., 2025), Runtime (s/frame)=0.7412026.01 | 0.2219 | 0.9879 | 30.5175 | 84.695 | 0.047 | |
| DittoYear-Venue=2025-arxiv, Base Model=Wan2.1-14B (Wan et al., 2025), Runtime (s/frame)=6.4022026.01 | 0.2218 | 0.9873 | 10.534 | 7,523.6043 | 0.5262 |