Video Object Removal on DAVIS (test)
0.9803Motion SmoothnessICVE
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| ICVE2026.01 | 0.9803 | 0.9173 | 0.9445 | 0.8983 | 0.5325 | — | — | — | — | — | |
| VACEVenue=ICCV25, Test Resolution=480 x 832, Frame Number=4N + 12026.04 | 0.9769 | — | — | — | 0.6019 | 0.5889 | 0.4481 | 25.0868 | 0.8221 | 0.1228 | |
| MiniMaxVenue=NeurIPS25, Test Resolution=480 x 832, Frame Number=4N + 12026.04 | 0.9765 | — | — | — | 0.5945 | 0.5889 | 0.4404 | 29.3671 | 0.8723 | 0.0836 | |
| YOSE (Minimax)Venue=Ours, Baseline=MiniMax, Test Resolution=480 x 832, Frame Number=4N + 12026.04 | 0.9758 | — | — | — | 0.5953 | 0.5778 | 0.4432 | 29.5855 | 0.8703 | 0.0826 | |
| GenOmnimatte2026.01 | 0.9757 | 0.9216 | 0.9384 | 0.9119 | 0.6179 | — | — | — | — | — | |
| ROSE2026.01 | 0.975 | 0.9245 | 0.9384 | 0.9051 | 0.6239 | — | — | — | — | — | |
| DiffuEraserTest Resolution=480 x 832, Frame Number=4N + 12026.04 | 0.9749 | — | — | — | 0.6062 | 0.5889 | 0.4365 | 33.6515 | 0.9549 | 0.0367 | |
| ROSEVenue=NeurIPS25, Test Resolution=480 x 832, Frame Number=4N + 12026.04 | 0.9749 | — | — | — | 0.6083 | 0.7111 | 0.4485 | 26.5143 | 0.8286 | 0.1028 | |
| Ditto2026.01 | 0.9748 | 0.9166 | 0.9345 | 0.9119 | 0.6948 | — | — | — | — | — | |
| PropainterVenue=ICCV23, Test Resolution=480 x 832, Frame Number=4N + 12026.04 | 0.9748 | — | — | — | 0.6026 | 0.5889 | 0.4334 | 39.5823 | 0.9888 | 0.0089 | |
| YOSE (VACE)Venue=Ours, Baseline=VACE, Test Resolution=480 x 832, Frame Number=4N + 12026.04 | 0.9746 | — | — | — | 0.5881 | 0.5778 | 0.4399 | 28.2804 | 0.8604 | 0.0896 | |
| BridgeRemoval2026.01 | 0.9736 | 0.9305 | 0.9358 | 0.9111 | 0.6376 | — | — | — | — | — | |
| Senorita2026.01 | 0.9724 | 0.8885 | 0.9437 | 0.8152 | 0.5187 | — | — | — | — | — | |
| VACE2026.01 | 0.9716 | 0.9173 | 0.9329 | 0.8974 | 0.6618 | — | — | — | — | — |