| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Cityscapes-VPS (val) | Video K-Net | VPQ70.8 | 110 | 4d ago | |
| VIPSeg (val) | CAVIS (Ours) | VPQ58.5 | 73 | 4d ago | |
| VIPER (val) | Slot-VPS | VPQ56.2 | 35 | 4d ago | |
| Cityscapes-VPS (test) | ViP-DeepLab | VPQ68.9 | 32 | 4d ago | |
| VIPSeg | DVIS | VPQ57.6 | 25 | 4d ago | |
| KITTI-STEP (val) | Video K-Net | STQ74 | 22 | 4d ago | |
| VIPSeg-VPS (val) | Tube-Link | VPQ^154.5 | 17 | 4d ago | |
| VIPSeg (test) | DEVA | STQ52.4 | 15 | 4d ago | |
| KITTI-STEP (test) | STQ67.55 | 15 | 4d ago | ||
| Cityscapes-DVPS Night (val) | DINOv2 + CD | VPQ34.2 | 2 | 4d ago | |
| Cityscapes-DVPS Rainy (val) | DINOv2 + CD | VPQ29.7 | 2 | 4d ago |
