Short name:
STRTrack_v1
Detector:
Public
Description:
Reference:
Last submitted:
June 20, 2024 (2 months ago)
Published:
June 20, 2024 at 14:07:49 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
3 GHZ, 1 Core
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 | 78.2 | 77.9 | 63.6 | 1,204 (51.1) | 366 (15.5) | 30,546 | 88,574 | 84.3 | 94.0 | 63.9 | 63.7 | 68.7 | 80.4 | 69.6 | 77.6 | 83.1 | 1.7 | 3,753 (0.0) | 2,920 (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 | 59.1 | 57.1 | 49.8 | 12 | 5 | 769 | 1,841 | 71.5 | 85.7 | 48.4 | 51.4 | 53.3 | 80.0 | 59.2 | 71.0 | 83.1 | 1.7 | 29 | 45 |
| MOT17-01-FRCNN | 61.1 | 59.6 | 51.4 | 10 | 5 | 542 | 1,941 | 69.9 | 89.3 | 51.0 | 51.8 | 56.1 | 79.6 | 58.0 | 74.0 | 83.3 | 1.2 | 27 | 35 |
| MOT17-01-SDP | 59.1 | 57.1 | 49.8 | 12 | 5 | 769 | 1,841 | 71.5 | 85.7 | 48.4 | 51.4 | 53.3 | 80.0 | 59.2 | 71.0 | 83.1 | 1.7 | 29 | 45 |
| MOT17-03-DPM | 92.7 | 90.6 | 73.0 | 144 | 0 | 3,871 | 3,741 | 96.4 | 96.3 | 72.9 | 73.3 | 77.9 | 81.3 | 79.2 | 79.1 | 82.9 | 2.6 | 62 | 126 |
| MOT17-03-FRCNN | 92.7 | 90.6 | 73.0 | 144 | 0 | 3,871 | 3,741 | 96.4 | 96.3 | 72.9 | 73.3 | 77.9 | 81.3 | 79.2 | 79.1 | 82.9 | 2.6 | 62 | 126 |
| MOT17-03-SDP | 92.7 | 90.6 | 73.0 | 144 | 0 | 3,871 | 3,741 | 96.4 | 96.3 | 72.9 | 73.3 | 77.9 | 81.3 | 79.2 | 79.1 | 82.9 | 2.6 | 62 | 126 |
| MOT17-06-DPM | 57.2 | 63.7 | 53.0 | 106 | 56 | 1,412 | 3,286 | 72.1 | 85.8 | 53.9 | 52.5 | 61.0 | 77.3 | 60.5 | 72.0 | 83.8 | 1.2 | 349 | 139 |
| MOT17-06-FRCNN | 60.2 | 59.3 | 48.3 | 74 | 54 | 610 | 3,957 | 66.4 | 92.8 | 45.4 | 51.7 | 59.5 | 64.5 | 56.1 | 78.4 | 84.6 | 0.5 | 123 | 202 |
| MOT17-06-SDP | 57.2 | 63.7 | 53.0 | 106 | 56 | 1,412 | 3,286 | 72.1 | 85.8 | 53.9 | 52.5 | 61.0 | 77.3 | 60.5 | 72.0 | 83.8 | 1.2 | 349 | 139 |
| MOT17-07-DPM | 71.6 | 61.3 | 51.9 | 34 | 4 | 859 | 3,809 | 77.5 | 93.8 | 45.7 | 59.2 | 48.0 | 81.1 | 64.3 | 77.9 | 83.3 | 1.7 | 128 | 140 |
| MOT17-07-FRCNN | 71.6 | 61.3 | 51.9 | 34 | 4 | 859 | 3,809 | 77.5 | 93.8 | 45.7 | 59.2 | 48.0 | 81.1 | 64.3 | 77.9 | 83.3 | 1.7 | 128 | 140 |
| MOT17-07-SDP | 71.6 | 61.3 | 51.9 | 34 | 4 | 859 | 3,809 | 77.5 | 93.8 | 45.7 | 59.2 | 48.0 | 81.1 | 64.3 | 77.9 | 83.3 | 1.7 | 128 | 140 |
| MOT17-08-DPM | 61.4 | 51.4 | 46.1 | 34 | 8 | 1,494 | 6,433 | 69.5 | 90.8 | 41.2 | 52.8 | 45.9 | 76.8 | 58.1 | 75.8 | 83.0 | 2.4 | 219 | 228 |
| MOT17-08-FRCNN | 61.4 | 51.4 | 46.1 | 34 | 8 | 1,494 | 6,433 | 69.5 | 90.8 | 41.2 | 52.8 | 45.9 | 76.8 | 58.1 | 75.8 | 83.0 | 2.4 | 219 | 228 |
| MOT17-08-SDP | 61.4 | 51.4 | 46.1 | 34 | 8 | 1,494 | 6,433 | 69.5 | 90.8 | 41.2 | 52.8 | 45.9 | 76.8 | 58.1 | 75.8 | 83.0 | 2.4 | 219 | 228 |
| MOT17-12-DPM | 58.9 | 72.0 | 59.8 | 51 | 12 | 1,774 | 1,719 | 80.2 | 79.7 | 64.7 | 55.6 | 70.6 | 81.2 | 68.8 | 68.4 | 85.1 | 2.0 | 65 | 76 |
| MOT17-12-FRCNN | 67.6 | 75.3 | 61.5 | 44 | 19 | 494 | 2,279 | 73.7 | 92.8 | 65.3 | 58.1 | 70.3 | 82.4 | 63.4 | 79.8 | 85.7 | 0.5 | 36 | 40 |
| MOT17-12-SDP | 58.9 | 72.0 | 59.8 | 51 | 12 | 1,774 | 1,719 | 80.2 | 79.7 | 64.7 | 55.6 | 70.6 | 81.2 | 68.8 | 68.4 | 85.1 | 2.0 | 65 | 76 |
| MOT17-14-DPM | 46.2 | 58.1 | 42.5 | 40 | 39 | 857 | 8,459 | 54.2 | 92.1 | 44.2 | 41.1 | 46.6 | 78.8 | 44.2 | 75.2 | 82.4 | 1.1 | 633 | 195 |
| MOT17-14-FRCNN | 53.3 | 64.2 | 45.5 | 22 | 28 | 604 | 7,838 | 57.6 | 94.6 | 47.4 | 44.0 | 50.4 | 77.7 | 46.9 | 77.0 | 82.6 | 0.8 | 188 | 251 |
| MOT17-14-SDP | 46.2 | 58.1 | 42.5 | 40 | 39 | 857 | 8,459 | 54.2 | 92.1 | 44.2 | 41.1 | 46.6 | 78.8 | 44.2 | 75.2 | 82.4 | 1.1 | 633 | 195 |
Raw data: