Short name:
MotionTrack_
Detector:
Private
Description:
Reference:
Z. Qin, S. Zhou, L. Wang, J. Duan, G. Hua, W. Tang. MotionTrack: Learning Robust Short-term and Long-term Motions for Multi-Object Tracking. In CVPR, 2023.
Last submitted:
March 18, 2023 (1 year ago)
Published:
March 18, 2023 at 03:53:16 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
_
Runtime:
9.0 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20 | 78.0 | 76.5 | 62.8 | 886 (71.3) | 118 (9.5) | 28,629 | 84,152 | 83.7 | 93.8 | 61.8 | 64.0 | 68.0 | 76.5 | 70.1 | 78.5 | 84.0 | 6.4 | 1,165 (0.0) | 1,321 (0.0) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20-04 | 88.0 | 84.7 | 69.6 | 578 | 18 | 12,808 | 19,791 | 92.8 | 95.2 | 67.1 | 72.3 | 73.4 | 78.7 | 78.5 | 80.6 | 84.7 | 6.2 | 293 | 431 |
| MOT20-06 | 66.1 | 64.8 | 53.1 | 146 | 56 | 8,120 | 36,351 | 72.6 | 92.2 | 52.2 | 54.3 | 58.1 | 71.6 | 59.7 | 75.8 | 82.9 | 8.1 | 492 | 475 |
| MOT20-07 | 82.7 | 77.5 | 66.2 | 90 | 3 | 2,375 | 3,263 | 90.1 | 92.6 | 63.8 | 69.4 | 70.0 | 77.5 | 77.4 | 79.5 | 85.6 | 4.1 | 104 | 109 |
| MOT20-08 | 60.8 | 63.9 | 49.8 | 72 | 41 | 5,326 | 24,747 | 68.1 | 90.8 | 50.3 | 49.6 | 55.9 | 72.2 | 54.9 | 73.3 | 81.9 | 6.6 | 276 | 306 |
Raw data: