CJTracker: Remove ReID By Detection
MOT20-08
Short name:
CJTracker
Detector:
Private
Description:
Reference:
J. Cao, J. Zhang, B. Li, L. Gao, J. Zhang. RetinaMOT: rethinking anchor-free YOLOv5 for online multiple object tracking. In Complex & Intelligent Systems, 2023.
Last submitted:
November 07, 2022 (3 years ago)
Published:
March 13, 2023 at 09:58:33 CET
Submissions:
1
Project page / code:
Open source:
No
Hardware:
3060 12G
Runtime:
22.4 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 | 66.8 | 67.5 | 54.1 | 728 (58.6) | 188 (15.1) | 34,663 | 135,340 | 73.8 | 91.7 | 53.8 | 54.5 | 59.6 | 72.3 | 60.1 | 74.6 | 82.0 | 7.7 | 1,739 (0.0) | 3,217 (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 | 82.4 | 78.7 | 62.8 | 532 | 28 | 18,407 | 29,254 | 89.3 | 93.0 | 59.9 | 66.1 | 66.3 | 75.5 | 73.1 | 76.1 | 82.5 | 8.8 | 682 | 1,328 |
| MOT20-06 | 50.0 | 50.8 | 40.7 | 84 | 83 | 7,180 | 58,577 | 55.9 | 91.2 | 40.4 | 41.2 | 45.0 | 65.1 | 44.7 | 72.9 | 80.9 | 7.1 | 563 | 1,079 |
| MOT20-07 | 75.4 | 68.8 | 56.7 | 80 | 2 | 2,293 | 5,633 | 83.0 | 92.3 | 51.6 | 62.7 | 57.1 | 71.5 | 69.0 | 76.8 | 82.8 | 3.9 | 222 | 298 |
| MOT20-08 | 36.9 | 46.5 | 36.0 | 32 | 75 | 6,783 | 41,876 | 46.0 | 84.0 | 39.7 | 32.9 | 44.3 | 64.8 | 36.5 | 66.8 | 80.4 | 8.4 | 272 | 512 |
Raw data:
