Video Panoptic Segmentation on VIPSeg-VPS (val)
54.5VPQ^1Tube-Link
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Tube-Linkbackbone=Swin-base2023.03 | 54.5 | 51.4 | 48.6 | 47.1 | 50.4 | 49.4 | |
| Video K-Netbackbone=Swin-base2022.04 | 43.3 | 40.5 | 38.3 | 37.2 | 39.8 | 46.3 | |
| Video K-Netbackbone=Swin-base2023.03 | 43.3 | 40.5 | 38.3 | 37.2 | 39.8 | 46.3 | |
| Tube-Linkbackbone=ResNet502023.03 | 41.2 | 39.5 | 38 | 37 | 39.2 | 39.5 | |
| Tube-Linkbackbone=STDCv22023.03 | 33.2 | 31.8 | 30.6 | 29.6 | 31.4 | 32.8 | |
| Video K-Net+backbone=ResNet502023.03 | 32.1 | 30.5 | 28.5 | 26.7 | 29.1 | 36.6 | |
| Tube-Linkbackbone=STDCv12023.03 | 32.1 | 31.3 | 30.1 | 29.1 | 30.6 | 32 | |
| Video K-Netbackbone=ResNet502022.04 | 29.5 | 26.5 | 24.5 | 23.7 | 26.1 | 33.1 | |
| Video K-Netbackbone=ResNet502023.03 | 29.5 | 26.5 | 24.5 | 23.7 | 26.1 | 33.1 | |
| Clip-PanoFCNbackbone=ResNet502022.04 | 24.3 | 23.5 | 22.4 | 21.6 | 22.9 | 31.5 | |
| Clip-PanoFCNbackbone=ResNet502023.03 | 24.3 | 23.5 | 22.4 | 21.6 | 22.9 | 31.5 | |
| SiamTrackbackbone=ResNet502022.04 | 20 | 18.3 | 16 | 14.7 | 17.2 | 21.1 | |
| SiamTrackbackbone=ResNet502023.03 | 20 | 18.3 | 16 | 14.7 | 17.2 | 21.1 | |
| VPSNetbackbone=ResNet502022.04 | 19.9 | 18.1 | 15.8 | 14.5 | 17 | 20.8 | |
| VPSNetbackbone=ResNet502023.03 | 19.9 | 18.1 | 15.8 | 14.5 | 17 | 20.8 | |
| VIP-DeepLabbackbone=ResNet502022.04 | 18.4 | 16.9 | 14.8 | 13.7 | 16 | 22 | |
| VIP-DeepLabbackbone=ResNet502023.03 | 18.4 | 16.9 | 14.8 | 13.7 | 16 | 22 |