Table 7 Performance comparison across model modules.
Tracker | mMOTA | mIDF1 | IDF1 | FP | FN | IDs |
|---|---|---|---|---|---|---|
VeTrack | 46.1 | 56.9 | 72.6 | 39874 | 102513 | 5987 |
VeTrack_a (w/o TransReID) | 38.7 | 45.1 | 69.5 | 41258 | 108432 | 22317 |
VeTrack_b (w/ FastReID) | 45.2 | 53.7 | 71.5 | 40521 | 105874 | 12513 |
VeTrack_A (3-stage + Std. IoU) | 45.7 | 52.9 | 71.8 | 40102 | 104892 | 10931 |
VeTrack_B (2-stage + Ext. IoU) | 42.9 | 51.7 | 70.9 | 43586 | 111245 | 13480 |
VeTrack_C (3-stage + Universal Ext. IoU) | 45.9 | 53.8 | 71.9 | 40231 | 104523 | 8256 |
VeTrack_D (2-stage + Ext. IoU) | 43.2 | 52.1 | 71.1 | 43125 | 110867 | 12673 |
