Video Object Removal on DAVIS 2016
0.2814CLIP-TGenOmnimatte
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GenOmnimatteYear-Venue=2025-CVPR, Base Model=Wan2.1-1.3B, Runtime (s/frame)=3.9142026.01 | 0.2814 | 0.9701 | 26.6812 | 177.3141 | 0.125 | |
| BridgeRemovalYear-Venue=2026, Base Model=Wan2.1-1.3B, Runtime (s/frame)=1.1112026.01 | 0.2788 | 0.9768 | 28.2154 | 133.3605 | 0.0977 | |
| VACEYear-Venue=2025-ICCV, Base Model=Wan2.1-1.3B, Runtime (s/frame)=1.7652026.01 | 0.2629 | 0.9654 | 27.3758 | 138.2393 | 0.0796 | |
| SenoriaYear-Venue=2025-arxiv, Base Model=CogVideoX-5B, Runtime (s/frame)=2.1432026.01 | 0.2618 | 0.9654 | 17.4752 | 2,057.1134 | 0.4654 | |
| ICVEYear-Venue=2025-arxiv, Base Model=Hunyuanvideo-13B, Runtime (s/frame)=12.5712026.01 | 0.2361 | 0.967 | 25.9675 | 244.8118 | 0.1116 | |
| ROSEYear-Venue=2025-NeurIPS, Base Model=Wan2.1-1.3B, Runtime (s/frame)=0.7412026.01 | 0.2353 | 0.9676 | 26.1202 | 204.0729 | 0.1046 | |
| DittoYear-Venue=2025-arxiv, Base Model=Wan2.1-14B, Runtime (s/frame)=6.4022026.01 | 0.2196 | 0.9712 | 11.7304 | 4,945.1432 | 0.5226 |