TrTrack: TransTrack
MOT20-04
Short name:
TrTrack
Detector:
Private
Description:
Reference:
P. Sun, J. Cao, Y. Jiang, R. Zhang, E. Xie, Z. Yuan, C. Wang, P. Luo. TransTrack: Multiple Object Tracking with Transformer. In arXiv:2012.15460, 2020.
Last submitted:
September 13, 2021 (2 years ago)
Published:
May 05, 2021 at 03:15:28 CET
Submissions:
3
Project page / code:
Open source:
Yes
Hardware:
v100
Runtime:
14.9 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 | 65.0 | 59.4 | 48.9 | 622 (50.1) | 167 (13.4) | 27,191 | 150,197 | 71.0 | 93.1 | 45.2 | 53.3 | 51.9 | 66.3 | 58.2 | 76.3 | 82.8 | 6.1 | 3,608 (0.0) | 11,352 (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 | 79.5 | 69.9 | 57.9 | 459 | 24 | 8,447 | 46,679 | 83.0 | 96.4 | 51.4 | 65.3 | 58.8 | 70.4 | 69.8 | 81.1 | 84.5 | 4.1 | 1,057 | 4,670 |
| MOT20-06 | 51.5 | 46.7 | 37.3 | 87 | 67 | 9,840 | 53,100 | 60.0 | 89.0 | 33.2 | 42.4 | 38.2 | 56.6 | 46.8 | 69.5 | 79.3 | 9.8 | 1,462 | 3,869 |
| MOT20-07 | 54.3 | 53.5 | 44.6 | 35 | 19 | 249 | 14,701 | 55.6 | 98.7 | 44.2 | 45.4 | 49.7 | 69.0 | 47.4 | 84.1 | 86.2 | 0.4 | 177 | 528 |
| MOT20-08 | 41.6 | 42.3 | 32.5 | 41 | 57 | 8,655 | 35,717 | 53.9 | 82.8 | 29.7 | 36.2 | 35.2 | 55.5 | 41.3 | 63.5 | 78.5 | 10.7 | 912 | 2,285 |
Raw data:
