Short name:
Sp_Con
Detector:
Public
Description:
Reference:
G. Wang, Y. Wang, R. Gu, W. Hu, J. Hwang. Split and Connect: A Universal Tracklet Booster for Multi-Object Tracking. In IEEE Transactions on Multimedia, 2022.
Last submitted:
July 04, 2021 (3 years ago)
Published:
July 04, 2021 at 12:35:31 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
Nvidia 3090
Runtime:
1.4 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 | 54.6 | 53.4 | 42.5 | 407 (32.8) | 317 (25.5) | 9,486 | 223,607 | 56.8 | 96.9 | 41.4 | 43.8 | 48.2 | 63.8 | 46.0 | 78.4 | 82.0 | 2.1 | 1,674 (0.0) | 2,455 (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 | 74.8 | 65.9 | 51.9 | 331 | 54 | 3,710 | 64,661 | 76.4 | 98.3 | 45.7 | 59.0 | 53.6 | 64.5 | 62.1 | 79.9 | 82.4 | 1.8 | 672 | 1,041 |
| MOT20-06 | 32.1 | 34.3 | 27.1 | 31 | 130 | 2,650 | 86,993 | 34.5 | 94.5 | 27.9 | 26.4 | 32.1 | 59.3 | 27.5 | 75.3 | 80.7 | 2.6 | 552 | 810 |
| MOT20-07 | 52.4 | 51.9 | 41.3 | 31 | 20 | 459 | 15,165 | 54.2 | 97.5 | 40.8 | 42.1 | 45.9 | 69.0 | 44.2 | 79.5 | 82.8 | 0.8 | 148 | 185 |
| MOT20-08 | 22.9 | 28.1 | 23.2 | 14 | 113 | 2,667 | 56,788 | 26.7 | 88.6 | 26.5 | 20.4 | 29.8 | 61.5 | 21.4 | 70.9 | 80.2 | 3.3 | 302 | 419 |
Raw data: