Short name:
FineTrack
Detector:
Private
Description:
Reference:
H. Ren, S. Han, H. Ding, Z. Zhang, H. Wang, F. Wang. Focus On Details: Online Multi-object Tracking with Diverse Fine-grained Representation. In ArXiv, 2023.
Last submitted:
November 14, 2022 (1 year ago)
Published:
November 14, 2022 at 06:46:51 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
1080Ti
Runtime:
9.0 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20 | 77.9 | 79.0 | 63.6 | 870 (70.0) | 118 (9.5) | 24,439 | 89,012 | 82.8 | 94.6 | 63.8 | 63.6 | 69.5 | 78.4 | 69.0 | 78.9 | 83.7 | 5.5 | 980 (0.0) | 1,406 (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 | 87.7 | 86.6 | 70.0 | 567 | 19 | 12,122 | 21,424 | 92.2 | 95.4 | 68.8 | 71.4 | 74.7 | 80.1 | 77.3 | 80.0 | 84.1 | 5.8 | 250 | 438 |
| MOT20-06 | 66.6 | 68.4 | 54.7 | 144 | 56 | 6,310 | 37,599 | 71.7 | 93.8 | 54.9 | 54.5 | 60.6 | 74.2 | 59.1 | 77.4 | 83.0 | 6.3 | 385 | 490 |
| MOT20-07 | 82.5 | 80.2 | 68.1 | 90 | 3 | 1,974 | 3,740 | 88.7 | 93.7 | 66.9 | 69.6 | 71.6 | 81.3 | 76.2 | 80.5 | 85.4 | 3.4 | 94 | 117 |
| MOT20-08 | 60.6 | 66.5 | 51.1 | 69 | 40 | 4,033 | 26,249 | 66.1 | 92.7 | 53.2 | 49.2 | 58.1 | 75.5 | 53.5 | 75.1 | 82.1 | 5.0 | 251 | 361 |
Raw data: