Video Panoptic Segmentation on VIPSeg (test)
52.4STQDEVA
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| DEVABackbone=Mask2Former Swin-B, Framework=decoupled, Temporal Mode=online2023.09 | 52.4 | 49 | 55.3 | 54.6 | 53.8 | 52.8 | 52.3 | 51.9 | 51.2 | |
| DEVABackbone=Mask2Former Swin-B, Framework=decoupled, Temporal Mode=semi-online2023.09 | 52.2 | 50 | 56 | 55.4 | 54.6 | 53.9 | 53.5 | 53.1 | 52.2 | |
| DEVABackbone=Video-K-Net Swin-B, Framework=decoupled, Temporal Mode=semi-online2023.09 | 48.9 | 44.5 | 50 | 49.3 | 48.5 | 47.7 | 47.3 | 46.8 | 46.4 | |
| DEVABackbone=Video-K-Net Swin-B, Framework=decoupled, Temporal Mode=online2023.09 | 48.6 | 42 | 48.2 | 47.4 | 46.5 | 45.6 | 45.1 | 44.5 | 44.1 | |
| Video-K-NetBackbone=Swin-B, Framework=end-to-end, Temporal Mode=online2023.09 | 45.2 | 32.6 | 49.8 | 45.2 | 42.4 | 40.5 | 39.1 | 37.9 | 37.5 | |
| DEVABackbone=Mask2Former R50, Framework=decoupled, Temporal Mode=semi-online2023.09 | 41.5 | 36.1 | 42.1 | 41.5 | 40.8 | 40.1 | 39.7 | 39.3 | 38.3 | |
| DEVABackbone=Mask2Former R50, Framework=decoupled, Temporal Mode=online2023.09 | 41.1 | 33.8 | 41 | 40.2 | 39.3 | 38.4 | 37.9 | 37.3 | 36.4 | |
| TubeFormer-DeepLabbackbone=B32022.05 | 38.6 | 26.8 | — | — | — | — | — | — | — | |
| DEVABackbone=Video-K-Net R50, Framework=decoupled, Temporal Mode=semi-online2023.09 | 38.6 | 32.3 | 37.1 | 36.5 | 35.8 | 35.1 | 34.7 | 34.3 | 33.9 | |
| DEVABackbone=Video-K-Net R50, Framework=decoupled, Temporal Mode=online2023.09 | 38.4 | 30.5 | 35.8 | 35.2 | 34.5 | 33.6 | 33.1 | 32.6 | 32.3 | |
| DEVABackbone=Clip-PanoFCN, Framework=decoupled, Temporal Mode=semi-online2023.09 | 35.8 | 27.1 | 31.3 | 30.8 | 30.1 | 29.4 | 28.8 | 28.3 | 28.4 | |
| DEVABackbone=Clip-PanoFCN, Framework=decoupled, Temporal Mode=online2023.09 | 35.7 | 25 | 29.5 | 28.9 | 28.1 | 27.2 | 26.7 | 26.1 | 26.4 | |
| Video-K-NetBackbone=ResNet-50, Framework=end-to-end, Temporal Mode=online2023.09 | 33.7 | 21.7 | 35.4 | 30.8 | 28.5 | 27 | 25.9 | 24.9 | 25.2 | |
| Clip-PanoFCNBackbone=Clip-PanoFCN, Framework=end-to-end, Temporal Mode=semi-online2023.09 | 28.3 | 18.1 | 27.3 | 26 | 24.2 | 22.9 | 22.1 | 21.5 | 21.1 | |
| Clip-PanoFCN2022.05 | 25 | 22.9 | — | — | — | — | — | — | — |