MOT17-06-SDP
Short name:
TraDeS
Detector:
Private
Description:
@inproceedings{Wu2021TraDeS,
title={Track to Detect and Segment: An Online Multi-Object Tracker},
author={Wu, Jialian and Cao, Jiale and Song, Liangchen and Wang, Yu and Yang, Ming and Yuan, Junsong},
booktitle={CVPR},
year={2021}
}
Reference:
J. Wu, J. Cao, L. Song, Y. Wang, M. Yang, J. Yuan. Track to Detect and Segment: An Online Multi-Object Tracker. In CVPR, 2021.
Last submitted:
March 06, 2021 (3 years ago)
Published:
March 06, 2021 at 22:09:28 CET
Submissions:
1
Project page / code:
Open source:
No
Hardware:
2080ti
Runtime:
66.9 Hz
Benchmark performance:
Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
MOT17 | 69.1 | 63.9 | 52.7 | 858 (36.4) | 507 (21.5) | 20,892 | 150,060 | 73.4 | 95.2 | 50.8 | 55.2 | 54.8 | 76.9 | 59.2 | 76.8 | 81.8 | 1.2 | 3,555 (0.0) | 4,833 (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 |
MOT17-01-DPM | 47.6 | 47.8 | 40.0 | 11 | 5 | 767 | 2,553 | 60.4 | 83.6 | 39.3 | 41.0 | 42.0 | 74.6 | 47.2 | 65.3 | 79.6 | 1.7 | 58 | 73 |
MOT17-01-FRCNN | 47.6 | 47.8 | 40.0 | 11 | 5 | 767 | 2,553 | 60.4 | 83.6 | 39.3 | 41.0 | 42.0 | 74.6 | 47.2 | 65.3 | 79.6 | 1.7 | 58 | 73 |
MOT17-01-SDP | 47.6 | 47.8 | 40.0 | 11 | 5 | 767 | 2,553 | 60.4 | 83.6 | 39.3 | 41.0 | 42.0 | 74.6 | 47.2 | 65.3 | 79.6 | 1.7 | 58 | 73 |
MOT17-03-DPM | 86.7 | 74.5 | 61.0 | 113 | 4 | 1,619 | 12,076 | 88.5 | 98.3 | 55.4 | 67.5 | 59.1 | 78.8 | 71.3 | 79.2 | 81.7 | 1.1 | 225 | 396 |
MOT17-03-FRCNN | 86.7 | 74.5 | 61.0 | 113 | 4 | 1,619 | 12,076 | 88.5 | 98.3 | 55.4 | 67.5 | 59.1 | 78.8 | 71.3 | 79.2 | 81.7 | 1.1 | 225 | 396 |
MOT17-03-SDP | 86.7 | 74.5 | 61.0 | 113 | 4 | 1,619 | 12,076 | 88.5 | 98.3 | 55.4 | 67.5 | 59.1 | 78.8 | 71.3 | 79.2 | 81.7 | 1.1 | 225 | 396 |
MOT17-06-DPM | 59.9 | 57.3 | 46.7 | 73 | 50 | 553 | 3,956 | 66.4 | 93.4 | 44.0 | 49.9 | 49.7 | 71.8 | 54.0 | 75.9 | 82.2 | 0.5 | 211 | 234 |
MOT17-06-FRCNN | 59.9 | 57.3 | 46.7 | 73 | 50 | 553 | 3,956 | 66.4 | 93.4 | 44.0 | 49.9 | 49.7 | 71.8 | 54.0 | 75.9 | 82.2 | 0.5 | 211 | 234 |
MOT17-06-SDP | 59.9 | 57.3 | 46.7 | 73 | 50 | 553 | 3,956 | 66.4 | 93.4 | 44.0 | 49.9 | 49.7 | 71.8 | 54.0 | 75.9 | 82.2 | 0.5 | 211 | 234 |
MOT17-07-DPM | 53.2 | 47.2 | 39.3 | 18 | 5 | 1,543 | 6,195 | 63.3 | 87.4 | 35.7 | 44.5 | 39.2 | 67.6 | 50.1 | 69.1 | 80.3 | 3.1 | 170 | 232 |
MOT17-07-FRCNN | 53.2 | 47.2 | 39.3 | 18 | 5 | 1,543 | 6,195 | 63.3 | 87.4 | 35.7 | 44.5 | 39.2 | 67.6 | 50.1 | 69.1 | 80.3 | 3.1 | 170 | 232 |
MOT17-07-SDP | 53.2 | 47.2 | 39.3 | 18 | 5 | 1,543 | 6,195 | 63.3 | 87.4 | 35.7 | 44.5 | 39.2 | 67.6 | 50.1 | 69.1 | 80.3 | 3.1 | 170 | 232 |
MOT17-08-DPM | 35.8 | 36.5 | 34.0 | 14 | 29 | 324 | 13,056 | 38.2 | 96.1 | 37.7 | 31.2 | 41.3 | 74.1 | 32.3 | 81.4 | 84.8 | 0.5 | 188 | 229 |
MOT17-08-FRCNN | 35.8 | 36.5 | 34.0 | 14 | 29 | 324 | 13,056 | 38.2 | 96.1 | 37.7 | 31.2 | 41.3 | 74.1 | 32.3 | 81.4 | 84.8 | 0.5 | 188 | 229 |
MOT17-08-SDP | 35.8 | 36.5 | 34.0 | 14 | 29 | 324 | 13,056 | 38.2 | 96.1 | 37.7 | 31.2 | 41.3 | 74.1 | 32.3 | 81.4 | 84.8 | 0.5 | 188 | 229 |
MOT17-12-DPM | 52.4 | 61.1 | 51.2 | 26 | 30 | 497 | 3,570 | 58.8 | 91.1 | 57.1 | 46.1 | 61.4 | 79.9 | 50.1 | 77.7 | 85.4 | 0.6 | 55 | 78 |
MOT17-12-FRCNN | 52.4 | 61.1 | 51.2 | 26 | 30 | 497 | 3,570 | 58.8 | 91.1 | 57.1 | 46.1 | 61.4 | 79.9 | 50.1 | 77.7 | 85.4 | 0.6 | 55 | 78 |
MOT17-12-SDP | 52.4 | 61.1 | 51.2 | 26 | 30 | 497 | 3,570 | 58.8 | 91.1 | 57.1 | 46.1 | 61.4 | 79.9 | 50.1 | 77.7 | 85.4 | 0.6 | 55 | 78 |
MOT17-14-DPM | 42.9 | 48.7 | 37.0 | 31 | 46 | 1,661 | 8,614 | 53.4 | 85.6 | 36.8 | 37.7 | 41.4 | 66.6 | 42.2 | 67.7 | 80.0 | 2.2 | 278 | 369 |
MOT17-14-FRCNN | 42.9 | 48.7 | 37.0 | 31 | 46 | 1,661 | 8,614 | 53.4 | 85.6 | 36.8 | 37.7 | 41.4 | 66.6 | 42.2 | 67.7 | 80.0 | 2.2 | 278 | 369 |
MOT17-14-SDP | 42.9 | 48.7 | 37.0 | 31 | 46 | 1,661 | 8,614 | 53.4 | 85.6 | 36.8 | 37.7 | 41.4 | 66.6 | 42.2 | 67.7 | 80.0 | 2.2 | 278 | 369 |
Raw data: