Short name:
MotionTrack_
Detector:
Private
Description:
Reference:
Z. Qin, S. Zhou, L. Wang, J. Duan, G. Hua, W. Tang. MotionTrack: Learning Robust Short-term and Long-term Motions for Multi-Object Tracking. In CVPR, 2023.
Last submitted:
March 18, 2023 (1 year ago)
Published:
March 18, 2023 at 03:48:06 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
_
Runtime:
15.7 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 | 81.1 | 80.1 | 65.1 | 1,308 (55.5) | 393 (16.7) | 23,802 | 81,660 | 85.5 | 95.3 | 65.1 | 65.4 | 70.8 | 78.6 | 70.7 | 78.8 | 83.2 | 1.3 | 1,140 (0.0) | 1,605 (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 | 63.6 | 64.2 | 54.0 | 13 | 5 | 469 | 1,867 | 71.1 | 90.7 | 55.3 | 52.8 | 60.7 | 78.7 | 58.7 | 74.9 | 83.3 | 1.0 | 11 | 31 |
| MOT17-01-FRCNN | 63.6 | 64.2 | 54.0 | 13 | 5 | 469 | 1,867 | 71.1 | 90.7 | 55.3 | 52.8 | 60.7 | 78.7 | 58.7 | 74.9 | 83.3 | 1.0 | 11 | 31 |
| MOT17-01-SDP | 63.6 | 64.2 | 54.0 | 13 | 5 | 469 | 1,867 | 71.1 | 90.7 | 55.3 | 52.8 | 60.7 | 78.7 | 58.7 | 74.9 | 83.3 | 1.0 | 11 | 31 |
| MOT17-03-DPM | 93.0 | 90.6 | 73.1 | 144 | 0 | 4,006 | 3,324 | 96.8 | 96.2 | 72.7 | 73.8 | 77.7 | 81.1 | 79.7 | 79.2 | 82.9 | 2.7 | 45 | 93 |
| MOT17-03-FRCNN | 93.0 | 90.6 | 73.1 | 144 | 0 | 4,006 | 3,324 | 96.8 | 96.2 | 72.7 | 73.8 | 77.7 | 81.1 | 79.7 | 79.2 | 82.9 | 2.7 | 45 | 93 |
| MOT17-03-SDP | 93.0 | 90.6 | 73.1 | 144 | 0 | 4,006 | 3,324 | 96.8 | 96.2 | 72.7 | 73.8 | 77.7 | 81.1 | 79.7 | 79.2 | 82.9 | 2.7 | 45 | 93 |
| MOT17-06-DPM | 65.7 | 70.8 | 57.0 | 115 | 57 | 986 | 3,017 | 74.4 | 89.9 | 58.3 | 56.0 | 73.6 | 69.8 | 62.5 | 75.5 | 83.7 | 0.8 | 42 | 76 |
| MOT17-06-FRCNN | 65.7 | 70.8 | 57.0 | 115 | 57 | 986 | 3,017 | 74.4 | 89.9 | 58.3 | 56.0 | 73.6 | 69.8 | 62.5 | 75.5 | 83.7 | 0.8 | 42 | 76 |
| MOT17-06-SDP | 65.7 | 70.8 | 57.0 | 115 | 57 | 986 | 3,017 | 74.4 | 89.9 | 58.3 | 56.0 | 73.6 | 69.8 | 62.5 | 75.5 | 83.7 | 0.8 | 42 | 76 |
| MOT17-07-DPM | 76.4 | 65.5 | 54.8 | 35 | 5 | 581 | 3,346 | 80.2 | 95.9 | 48.5 | 62.1 | 52.3 | 76.5 | 66.6 | 79.7 | 83.5 | 1.2 | 65 | 90 |
| MOT17-07-FRCNN | 76.4 | 65.5 | 54.8 | 35 | 5 | 581 | 3,346 | 80.2 | 95.9 | 48.5 | 62.1 | 52.3 | 76.5 | 66.6 | 79.7 | 83.5 | 1.2 | 65 | 90 |
| MOT17-07-SDP | 76.4 | 65.5 | 54.8 | 35 | 5 | 581 | 3,346 | 80.2 | 95.9 | 48.5 | 62.1 | 52.3 | 76.5 | 66.6 | 79.7 | 83.5 | 1.2 | 65 | 90 |
| MOT17-08-DPM | 67.4 | 53.1 | 47.6 | 38 | 6 | 1,249 | 5,475 | 74.1 | 92.6 | 41.2 | 56.2 | 48.5 | 64.9 | 61.4 | 76.8 | 82.9 | 2.0 | 167 | 169 |
| MOT17-08-FRCNN | 67.4 | 53.1 | 47.6 | 38 | 6 | 1,249 | 5,475 | 74.1 | 92.6 | 41.2 | 56.2 | 48.5 | 64.9 | 61.4 | 76.8 | 82.9 | 2.0 | 167 | 169 |
| MOT17-08-SDP | 67.4 | 53.1 | 47.6 | 38 | 6 | 1,249 | 5,475 | 74.1 | 92.6 | 41.2 | 56.2 | 48.5 | 64.9 | 61.4 | 76.8 | 82.9 | 2.0 | 167 | 169 |
| MOT17-12-DPM | 73.5 | 81.0 | 65.2 | 49 | 18 | 377 | 1,901 | 78.1 | 94.7 | 69.3 | 61.5 | 76.0 | 80.4 | 66.6 | 80.8 | 85.5 | 0.4 | 18 | 28 |
| MOT17-12-FRCNN | 73.5 | 81.0 | 65.2 | 49 | 18 | 377 | 1,901 | 78.1 | 94.7 | 69.3 | 61.5 | 76.0 | 80.4 | 66.6 | 80.8 | 85.5 | 0.4 | 18 | 28 |
| MOT17-12-SDP | 73.5 | 81.0 | 65.2 | 49 | 18 | 377 | 1,901 | 78.1 | 94.7 | 69.3 | 61.5 | 76.0 | 80.4 | 66.6 | 80.8 | 85.5 | 0.4 | 18 | 28 |
| MOT17-14-DPM | 53.5 | 67.3 | 48.7 | 42 | 40 | 266 | 8,290 | 55.1 | 97.5 | 54.9 | 43.4 | 57.3 | 82.8 | 45.3 | 80.1 | 83.0 | 0.4 | 32 | 48 |
| MOT17-14-FRCNN | 53.5 | 67.3 | 48.7 | 42 | 40 | 266 | 8,290 | 55.1 | 97.5 | 54.9 | 43.4 | 57.3 | 82.8 | 45.3 | 80.1 | 83.0 | 0.4 | 32 | 48 |
| MOT17-14-SDP | 53.5 | 67.3 | 48.7 | 42 | 40 | 266 | 8,290 | 55.1 | 97.5 | 54.9 | 43.4 | 57.3 | 82.8 | 45.3 | 80.1 | 83.0 | 0.4 | 32 | 48 |
Raw data: