Short name:
TG_CR
Detector:
Public
Description:
Reference:
C. Ma, F. Yang, Y. Li, H. Jia, X. Xie, W. Gao. Deep trajectory post-processing and position projection for single & multiple camera multiple object tracking. In International Journal of Computer Vision, 2021.
Last submitted:
August 19, 2023 (1 year ago)
Published:
August 19, 2023 at 22:37:19 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
Titian Tesla K40
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 |
| MOT16 | 55.0 | 52.9 | 42.8 | 145 (19.1) | 282 (37.2) | 3,589 | 77,829 | 57.3 | 96.7 | 41.9 | 44.2 | 45.5 | 76.4 | 46.3 | 78.1 | 81.4 | 0.6 | 673 (0.0) | 865 (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 |
| MOT16-01 | 38.2 | 37.8 | 33.1 | 5 | 11 | 144 | 3,767 | 41.1 | 94.8 | 36.3 | 30.6 | 39.4 | 74.3 | 31.9 | 73.6 | 78.9 | 0.3 | 41 | 47 |
| MOT16-03 | 66.2 | 58.0 | 47.0 | 54 | 19 | 1,376 | 33,776 | 67.7 | 98.1 | 42.6 | 52.4 | 46.3 | 76.1 | 54.8 | 79.4 | 81.7 | 0.9 | 215 | 262 |
| MOT16-06 | 52.3 | 57.8 | 45.8 | 44 | 90 | 462 | 4,962 | 57.0 | 93.4 | 47.7 | 44.3 | 53.4 | 75.8 | 47.0 | 77.1 | 81.7 | 0.4 | 84 | 127 |
| MOT16-07 | 45.9 | 44.8 | 36.0 | 8 | 15 | 387 | 8,351 | 48.8 | 95.4 | 36.0 | 36.7 | 38.7 | 75.1 | 38.5 | 75.2 | 79.9 | 0.8 | 88 | 119 |
| MOT16-08 | 34.5 | 37.1 | 31.8 | 8 | 24 | 344 | 10,514 | 37.2 | 94.8 | 34.1 | 29.9 | 35.9 | 82.3 | 31.1 | 79.2 | 83.2 | 0.6 | 99 | 107 |
| MOT16-12 | 49.0 | 57.7 | 46.6 | 17 | 37 | 125 | 4,074 | 50.9 | 97.1 | 53.4 | 40.8 | 57.5 | 80.0 | 42.5 | 81.1 | 83.8 | 0.1 | 31 | 35 |
| MOT16-14 | 28.3 | 38.7 | 28.2 | 9 | 86 | 751 | 12,385 | 33.0 | 89.0 | 34.2 | 23.7 | 37.4 | 70.0 | 24.9 | 67.2 | 75.7 | 1.0 | 115 | 168 |
Raw data: