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 09:45:44 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
3 GHZ, 1 Core
Runtime:
6.2 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 | 78.2 | 76.9 | 62.5 | 874 (70.4) | 107 (8.6) | 29,964 | 81,516 | 84.2 | 93.6 | 61.4 | 63.7 | 67.7 | 76.2 | 70.0 | 77.7 | 83.5 | 6.7 | 1,228 (0.0) | 1,342 (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 | 88.4 | 85.6 | 69.3 | 562 | 18 | 12,925 | 18,620 | 93.2 | 95.2 | 67.1 | 71.8 | 73.9 | 78.0 | 78.0 | 79.7 | 84.0 | 6.2 | 272 | 380 |
| MOT20-06 | 66.3 | 65.1 | 53.0 | 143 | 53 | 7,899 | 36,399 | 72.6 | 92.4 | 51.9 | 54.3 | 57.9 | 71.7 | 59.6 | 75.9 | 82.8 | 7.8 | 505 | 467 |
| MOT20-07 | 82.4 | 75.1 | 64.4 | 89 | 2 | 1,953 | 3,751 | 88.7 | 93.8 | 60.5 | 69.1 | 65.5 | 76.6 | 75.8 | 80.2 | 85.1 | 3.3 | 124 | 128 |
| MOT20-08 | 60.9 | 63.8 | 50.3 | 80 | 34 | 7,187 | 22,746 | 70.6 | 88.4 | 50.9 | 50.1 | 56.2 | 73.9 | 56.8 | 71.0 | 81.7 | 8.9 | 327 | 367 |
Raw data: