Short name:
UTM_private
Detector:
Private
Description:
Reference:
S. You, H. Yao, k. Bao, C. Xu. UTM: A Unified Multiple Object Tracking Model with Identity-Aware Feature Enhancement. In CVPR, 2023.
Last submitted:
March 23, 2023 (1 year ago)
Published:
March 23, 2023 at 09:45:19 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
3 GHZ, 1 Core
Runtime:
13.1 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 | 81.1 | 79.0 | 64.1 | 442 (58.2) | 96 (12.6) | 11,722 | 22,367 | 87.7 | 93.2 | 62.9 | 65.7 | 69.7 | 75.9 | 72.6 | 77.1 | 83.1 | 2.0 | 440 (0.0) | 598 (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 | 67.7 | 66.3 | 55.1 | 12 | 4 | 260 | 1,796 | 71.9 | 94.6 | 55.0 | 55.4 | 60.4 | 79.0 | 59.8 | 78.7 | 84.0 | 0.6 | 11 | 17 |
| MOT16-03 | 93.2 | 88.4 | 71.7 | 140 | 1 | 3,623 | 3,375 | 96.8 | 96.5 | 69.6 | 74.1 | 75.2 | 78.9 | 79.8 | 79.6 | 83.1 | 2.4 | 68 | 121 |
| MOT16-06 | 64.4 | 64.5 | 51.3 | 124 | 45 | 1,460 | 2,575 | 77.7 | 86.0 | 48.2 | 54.9 | 72.1 | 55.8 | 63.8 | 70.7 | 82.4 | 1.2 | 74 | 117 |
| MOT16-07 | 73.7 | 67.1 | 54.1 | 31 | 2 | 1,013 | 3,217 | 80.3 | 92.8 | 48.2 | 60.7 | 53.3 | 73.2 | 66.8 | 77.2 | 83.4 | 2.0 | 65 | 96 |
| MOT16-08 | 57.5 | 55.2 | 49.1 | 42 | 1 | 4,191 | 2,783 | 83.4 | 76.9 | 45.3 | 54.2 | 53.7 | 65.4 | 69.5 | 64.1 | 82.4 | 6.7 | 147 | 133 |
| MOT16-12 | 71.9 | 75.2 | 62.3 | 43 | 13 | 666 | 1,642 | 80.2 | 90.9 | 63.3 | 61.6 | 74.6 | 74.2 | 68.7 | 77.9 | 85.3 | 0.7 | 20 | 39 |
| MOT16-14 | 59.2 | 70.1 | 51.4 | 50 | 30 | 509 | 6,979 | 62.2 | 95.8 | 55.3 | 48.1 | 58.6 | 79.6 | 50.9 | 78.3 | 82.6 | 0.7 | 55 | 75 |
Raw data: