Segment Propagation on DAVIS
71.5J&Fm ScoreDINOv3
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DINOv3features=frozen patch, matching=nearest-neighbour, normalization=L22026.07 | 71.5 | 74.4 | 68.5 | |
| VFSArch.=ResNet502022.01 | 68.8 | — | — | |
| Object LeJEPAfeatures=frozen patch, matching=nearest-neighbour, normalization=L22026.07 | 68.2 | 71.3 | 65 | |
| CRWArch.=ResNet182022.01 | 67.6 | — | — | |
| SlotMIM (800)features=frozen patch, matching=nearest-neighbour, normalization=L2, training_iterations=8002026.07 | 62.9 | 64.2 | 61.5 | |
| Image LeJEPAfeatures=frozen patch, matching=nearest-neighbour, normalization=L22026.07 | 61.3 | 63.2 | 59.4 | |
| SlotMIMfeatures=frozen patch, matching=nearest-neighbour, normalization=L22026.07 | 60.9 | 62.3 | 59.5 | |
| UVCArch.=ResNet182022.01 | 59.5 | — | — | |
| Ours - VOSArch.=PWC-Net2022.01 | 57.9 | — | — | |
| Ours - SintelArch.=PWC-Net2022.01 | 57.1 | — | — | |
| RAFTArch.=RAFT, Note=chained flow baseline2022.01 | 46.1 | — | — | |
| UFlowArch.=PWC-Net, Note=chained flow baseline2022.01 | 42 | — | — |