Video Panoptic Segmentation on VIPSeg
57.6VPQDVIS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DVISBackbone=Swin-L2023.06 | 57.6 | 59.9 | 55.5 | 55.3 | |
| DVIS-offBackbone=SwinL, Joint Training=false, Universal=false2024.02 | 57.6 | — | — | 55.3 | |
| Video-kMaxBackbone=ConvNeXtL, Joint Training=false, Universal=false2024.02 | 51.9 | — | — | 51.7 | |
| UniVSBackbone=SwinL, Joint Training=true, Universal=true2024.02 | 49.3 | — | — | 58.2 | |
| TarVISBackbone=Swin-L2023.06 | 48 | 58.2 | 39 | 52.9 | |
| TarVISBackbone=SwinL, Joint Training=false, Universal=true2024.02 | 48 | — | — | 52.9 | |
| UniVSBackbone=SwinB, Joint Training=true, Universal=true2024.02 | 46.7 | — | — | 56.1 | |
| DVISBackbone=R502023.06 | 43.2 | 43.6 | 42.8 | 42.8 | |
| DVIS-offBackbone=ResNet50, Joint Training=false, Universal=false2024.02 | 43.2 | — | — | 42.8 | |
| VideoK-Net+Backbone=SwinB, Joint Training=false, Universal=false2024.02 | 39.8 | — | — | 46.3 | |
| Tube-LinkBackbone=R502023.06 | 39.2 | — | — | 39.5 | |
| Tube-LinkBackbone=ResNet50, Joint Training=false, Universal=false2024.02 | 39.2 | — | — | 39.5 | |
| UniVSBackbone=SwinT, Joint Training=true, Universal=true2024.02 | 38.9 | — | — | 51.7 | |
| UniVSBackbone=ResNet50, Joint Training=true, Universal=true2024.02 | 38.6 | — | — | 45.8 | |
| Video-kMaxBackbone=R502023.06 | 38.2 | — | — | 39.9 | |
| Video-kMaxBackbone=ResNet50, Joint Training=false, Universal=false2024.02 | 38.2 | — | — | 39.9 | |
| TarVISBackbone=R502023.06 | 33.5 | 39.2 | 28.5 | 43.1 | |
| TarVISBackbone=ResNet50, Joint Training=false, Universal=true2024.02 | 33.5 | — | — | 43.1 | |
| Video K-NetBackbone=R502023.06 | 26.1 | — | — | 31.5 | |
| VideoK-NetBackbone=ResNet50, Joint Training=false, Universal=false2024.02 | 26.1 | — | — | 33.1 | |
| Clip-PanoFCNBackbone=R502023.06 | 22.9 | 25 | 20.8 | 31.5 | |
| ClipPanoFCNBackbone=R502024.02 | 22.9 | — | — | 31.5 | |
| VPSNet-SiamTrackBackbone=R502023.06 | 17.2 | 17.3 | 17.3 | 21.1 | |
| VIP-DeeplabBackbone=R502023.06 | 16 | 12.3 | 18.2 | 22 | |
| VPSNetBackbone=R502023.06 | 14 | 14 | 14.2 | 20.8 |