Short name:
Re_MOT
Detector:
Private
Description:
Rethinking Two-Stage Data Association for MOT
Reference:
Ruonan Wei, Yuehuan Wang, Jinpu Zhang. Rethinking Two-Stage Data Association for Multiple Object Tracking in Crowd Scenes
Last submitted:
February 22, 2024 (2 months ago)
Published:
February 22, 2024 at 04:19:04 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
3 GHZ, 1 Core
Runtime:
1.8 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 | 78.1 | 77.4 | 63.5 | 886 (71.3) | 117 (9.4) | 28,114 | 84,073 | 83.8 | 93.9 | 62.9 | 64.3 | 68.4 | 78.6 | 70.2 | 78.8 | 84.1 | 6.3 | 1,105 (0.0) | 1,493 (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 | 87.2 | 85.2 | 70.0 | 583 | 21 | 15,402 | 19,240 | 93.0 | 94.3 | 68.2 | 72.0 | 74.3 | 79.9 | 78.7 | 79.8 | 84.7 | 7.4 | 307 | 441 |
| MOT20-06 | 67.3 | 66.9 | 54.5 | 143 | 57 | 6,431 | 36,554 | 72.5 | 93.7 | 54.0 | 55.2 | 58.8 | 75.3 | 59.9 | 77.4 | 83.1 | 6.4 | 450 | 537 |
| MOT20-07 | 82.5 | 74.3 | 64.6 | 90 | 3 | 1,843 | 3,819 | 88.5 | 94.1 | 60.3 | 69.8 | 65.2 | 80.2 | 76.5 | 81.3 | 85.9 | 3.2 | 116 | 141 |
| MOT20-08 | 62.4 | 66.0 | 51.4 | 70 | 36 | 4,438 | 24,460 | 68.4 | 92.3 | 52.5 | 50.6 | 57.1 | 75.7 | 55.4 | 74.7 | 82.1 | 5.5 | 232 | 374 |
Raw data: