RTv1: Relation-aware Multi-object Tracking with Decoupled Representation
MOT20-07
Short name:
RTv1
Detector:
Private
Description:
Reference:
E. Yu, Z. Li, S. Han, H. Wang. RelationTrack: Relation-aware Multiple Object Tracking with Decoupled Representation. In arXiv preprint arXiv:2105.04322, 2021.
Last submitted:
April 19, 2021 (3 years ago)
Published:
April 25, 2021 at 09:42:09 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
GTX2080Ti(x2)
Runtime:
3.0 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 | 60.6 | 67.9 | 55.1 | 865 (69.6) | 91 (7.3) | 112,927 | 85,062 | 83.6 | 79.3 | 55.8 | 54.7 | 61.1 | 73.3 | 68.3 | 64.8 | 81.3 | 25.2 | 5,686 (0.0) | 7,934 (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 | 80.5 | 81.4 | 64.7 | 563 | 18 | 30,061 | 21,974 | 92.0 | 89.3 | 63.7 | 65.8 | 69.1 | 77.9 | 75.6 | 73.4 | 82.6 | 14.5 | 1,526 | 2,393 |
| MOT20-06 | 39.1 | 50.6 | 42.4 | 139 | 43 | 42,947 | 35,204 | 73.5 | 69.4 | 40.7 | 44.7 | 45.5 | 63.6 | 59.7 | 56.4 | 79.2 | 42.6 | 2,679 | 3,241 |
| MOT20-07 | 74.2 | 70.6 | 57.5 | 84 | 2 | 3,462 | 4,753 | 85.6 | 89.1 | 54.1 | 61.9 | 58.8 | 74.4 | 70.3 | 73.1 | 81.7 | 5.9 | 336 | 462 |
| MOT20-08 | 21.6 | 50.6 | 41.7 | 79 | 28 | 36,457 | 23,131 | 70.1 | 59.9 | 46.4 | 38.0 | 51.8 | 67.9 | 56.4 | 48.1 | 78.9 | 45.2 | 1,145 | 1,838 |
Raw data:
