Multi-Object Tracking on TAO 1.0 (test)
34.8Base TETARegionCLIP + OVTrack
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| RegionCLIP + OVTrackClasses (Base)=false, Classes (Novel)=true, Data (CC3M)=true, Data (LVIS)=true, Data (TAO)=false, Backbone=ResNet-502023.04 | 34.8 | 51.1 | 36.1 | 17.3 | 25.7 | 44.8 | 26.2 | 610 | |
| OVTrackClasses (Base)=true, Classes (Novel)=false, Data (CC3M)=false, Data (LVIS)=true, Data (TAO)=false, Backbone=ResNet-502023.04 | 32.6 | 45.6 | 35.4 | 16.9 | 24.1 | 41.8 | 28.7 | 180 | |
| TETerClasses (Base)=true, Classes (Novel)=true, Data (CC3M)=false, Data (LVIS)=true, Data (TAO)=true, Backbone=ResNet-502023.04 | 29.2 | 44 | 30.4 | 10.7 | 21.7 | 39.1 | 25.9 | 0 | |
| RegionCLIP + Tracktor++Classes (Base)=false, Classes (Novel)=true, Data (CC3M)=true, Data (LVIS)=true, Data (TAO)=false, Backbone=ResNet-502023.04 | 28 | 49.4 | 18.8 | 15.7 | 20 | 42.4 | 12 | 570 | |
| RegionCLIP + DeepSORTClasses (Base)=false, Classes (Novel)=true, Data (CC3M)=true, Data (LVIS)=true, Data (TAO)=false, Backbone=ResNet-502023.04 | 27 | 49.8 | 15.1 | 16.1 | 18.7 | 41.8 | 9.1 | 520 | |
| Tracktor++ (ViLD)Classes (Base)=true, Classes (Novel)=false, Data (CC3M)=false, Data (LVIS)=true, Data (TAO)=false, Backbone=ResNet-502023.04 | 26 | 44.1 | 19 | 14.8 | 18 | 39 | 13.4 | 170 | |
| QDTrackClasses (Base)=true, Classes (Novel)=false, Data (CC3M)=false, Data (LVIS)=true, Data (TAO)=true, Backbone=ResNet-502023.04 | 25.8 | 43.2 | 23.5 | 10.6 | 20.2 | 39.7 | 20.9 | 20 | |
| DeepSORT (ViLD)Classes (Base)=true, Classes (Novel)=false, Data (CC3M)=false, Data (LVIS)=true, Data (TAO)=false, Backbone=ResNet-502023.04 | 24.5 | 43.8 | 14.6 | 15.2 | 17.2 | 38.4 | 11.6 | 170 |