Multi-Object Tracking and Segmentation on BDD MOTS (val)
49.7mIDF1Ours-SAM-H
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Ours-SAM-Hsupervision=Self-supervised, setting=zero-shot, same detection observations=true2024.06 | 49.7 | 54.5 | 54.7 | 35.8 | 40.8 | |
| Ours-Deticsupervision=Self-supervised, setting=zero-shot, same detection observations=true2024.06 | 49.5 | 53.5 | 54.4 | 36.4 | 40.2 | |
| Ours-SAM-Bsupervision=Self-supervised, setting=zero-shot, same detection observations=true2024.06 | 49.2 | 53.9 | 54.8 | 35.2 | 40.7 | |
| Ours-Grounding-DINOsupervision=Self-supervised, setting=zero-shot, same detection observations=true2024.06 | 48.6 | 52.3 | 54 | 36.1 | 40 | |
| UNINEXT-Hsupervision=Fully-supervised, setting=in-domain, same detection observations=true2024.06 | 48.5 | 53.2 | 53.6 | 35.7 | 40.6 | |
| VMTsupervision=Fully-supervised, setting=in-domain2024.06 | 45.7 | 47.3 | 47.1 | 28.7 | 36.6 | |
| PCANsupervision=Fully-supervised, setting=in-domain2024.06 | 45.1 | 46.7 | 46.8 | 27.4 | 35.9 | |
| Unicornsupervision=Fully-supervised, setting=in-domain2024.06 | 44.2 | — | — | 29.6 | — | |
| QDTrack-motssupervision=Fully-supervised, setting=in-domain2024.06 | 40.8 | — | — | 22.5 | — | |
| MaskTrackRCNNsupervision=Fully-supervised, setting=in-domain2024.06 | 26.2 | — | — | 12.3 | — | |
| STEm-Segsupervision=Fully-supervised, setting=in-domain2024.06 | 25.4 | — | — | 12.2 | — |