Multi-Object Tracking and Segmentation on BURST
19.2mAP (ALL)GLEE-Pro
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GLEE-ProBackbone=EVA-02 Large, Zero-shot evaluation=true, Video-free training=true, Inference resolution=high2023.12 | 19.2 | 31.2 | 48.7 | 24.8 | 26.9 | 17.7 | |
| GLEE-PlusBackbone=Swin-Large, Zero-shot evaluation=true, Video-free training=true2023.12 | 17.2 | 26.9 | 38.8 | 23.7 | 23.9 | 15.5 | |
| GLEE-LiteBackbone=ResNet-50, Zero-shot evaluation=true, Video-free training=true2023.12 | 12.6 | 22.6 | 36.4 | 18.9 | 19.1 | 11 | |
| OV2Seg-BBackbone=ViT-B, Zero-shot evaluation=true, Video-free training=true2023.12 | 4.9 | — | — | — | — | — | |
| OV2Seg-R50Backbone=ResNet-50, Zero-shot evaluation=true, Video-free training=true2023.12 | 3.7 | — | — | — | — | — | |
| Box TrackerZero-shot evaluation=true, Video-free training=true2023.12 | 1.4 | 8.2 | 27 | 3 | 3.6 | 0.9 | |
| STCN TrackerZero-shot evaluation=true, Video-free training=true2023.12 | 0.9 | 5.5 | 17.5 | 0.7 | 2.5 | 0.6 |