Short name:
OneTrack
Detector:
Private
Description:
Reference:
Last submitted:
December 04, 2022 (2 months ago)
Published:
December 04, 2022 at 01:45:31 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
1660
Runtime:
27.8 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 | 67.8 | 64.9 | 54.2 | 795 (33.8) | 585 (24.8) | 23,772 | 153,825 | 72.7 | 94.5 | 52.7 | 56.0 | 58.4 | 73.5 | 60.3 | 78.3 | 83.2 | 1.3 | 4,032 (0.0) | 9,321 (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 | 46.8 | 46.1 | 37.9 | 7 | 7 | 451 | 2,907 | 54.9 | 88.7 | 36.2 | 40.3 | 40.5 | 70.2 | 44.1 | 71.2 | 80.3 | 1.0 | 72 | 170 |
| MOT17-01-FRCNN | 46.8 | 46.1 | 37.9 | 7 | 7 | 451 | 2,907 | 54.9 | 88.7 | 36.2 | 40.3 | 40.5 | 70.2 | 44.1 | 71.2 | 80.3 | 1.0 | 72 | 170 |
| MOT17-01-SDP | 46.8 | 46.1 | 37.9 | 7 | 7 | 451 | 2,907 | 54.9 | 88.7 | 36.2 | 40.3 | 40.5 | 70.2 | 44.1 | 71.2 | 80.3 | 1.0 | 72 | 170 |
| MOT17-03-DPM | 86.4 | 76.6 | 64.6 | 120 | 1 | 3,773 | 10,120 | 90.3 | 96.2 | 58.8 | 71.1 | 64.2 | 77.2 | 76.4 | 81.3 | 84.7 | 2.5 | 300 | 1,022 |
| MOT17-03-FRCNN | 86.4 | 76.6 | 64.6 | 120 | 1 | 3,773 | 10,120 | 90.3 | 96.2 | 58.8 | 71.1 | 64.2 | 77.2 | 76.4 | 81.3 | 84.7 | 2.5 | 300 | 1,022 |
| MOT17-03-SDP | 86.4 | 76.6 | 64.6 | 120 | 1 | 3,773 | 10,120 | 90.3 | 96.2 | 58.8 | 71.1 | 64.2 | 77.2 | 76.4 | 81.3 | 84.7 | 2.5 | 300 | 1,022 |
| MOT17-06-DPM | 60.4 | 59.7 | 47.3 | 68 | 54 | 476 | 4,002 | 66.0 | 94.2 | 45.0 | 49.7 | 56.6 | 64.2 | 53.5 | 76.3 | 82.0 | 0.4 | 194 | 329 |
| MOT17-06-FRCNN | 60.4 | 59.7 | 47.3 | 68 | 54 | 476 | 4,002 | 66.0 | 94.2 | 45.0 | 49.7 | 56.6 | 64.2 | 53.5 | 76.3 | 82.0 | 0.4 | 194 | 329 |
| MOT17-06-SDP | 60.4 | 59.7 | 47.3 | 68 | 54 | 476 | 4,002 | 66.0 | 94.2 | 45.0 | 49.7 | 56.6 | 64.2 | 53.5 | 76.3 | 82.0 | 0.4 | 194 | 329 |
| MOT17-07-DPM | 51.1 | 43.2 | 36.3 | 17 | 12 | 1,058 | 6,922 | 59.0 | 90.4 | 30.5 | 43.7 | 34.5 | 60.3 | 47.7 | 73.0 | 81.1 | 2.1 | 284 | 490 |
| MOT17-07-FRCNN | 51.1 | 43.2 | 36.3 | 17 | 12 | 1,058 | 6,922 | 59.0 | 90.4 | 30.5 | 43.7 | 34.5 | 60.3 | 47.7 | 73.0 | 81.1 | 2.1 | 284 | 490 |
| MOT17-07-SDP | 51.1 | 43.2 | 36.3 | 17 | 12 | 1,058 | 6,922 | 59.0 | 90.4 | 30.5 | 43.7 | 34.5 | 60.3 | 47.7 | 73.0 | 81.1 | 2.1 | 284 | 490 |
| MOT17-08-DPM | 35.4 | 37.3 | 32.0 | 15 | 30 | 496 | 12,964 | 38.6 | 94.3 | 35.8 | 28.9 | 40.6 | 57.8 | 30.1 | 73.5 | 78.9 | 0.8 | 190 | 419 |
| MOT17-08-FRCNN | 35.4 | 37.3 | 32.0 | 15 | 30 | 496 | 12,964 | 38.6 | 94.3 | 35.8 | 28.9 | 40.6 | 57.8 | 30.1 | 73.5 | 78.9 | 0.8 | 190 | 419 |
| MOT17-08-SDP | 35.4 | 37.3 | 32.0 | 15 | 30 | 496 | 12,964 | 38.6 | 94.3 | 35.8 | 28.9 | 40.6 | 57.8 | 30.1 | 73.5 | 78.9 | 0.8 | 190 | 419 |
| MOT17-12-DPM | 51.7 | 60.6 | 46.3 | 19 | 35 | 487 | 3,661 | 57.8 | 91.1 | 51.8 | 41.9 | 58.7 | 71.3 | 45.5 | 71.8 | 80.3 | 0.5 | 39 | 172 |
| MOT17-12-FRCNN | 51.7 | 60.6 | 46.3 | 19 | 35 | 487 | 3,661 | 57.8 | 91.1 | 51.8 | 41.9 | 58.7 | 71.3 | 45.5 | 71.8 | 80.3 | 0.5 | 39 | 172 |
| MOT17-12-SDP | 51.7 | 60.6 | 46.3 | 19 | 35 | 487 | 3,661 | 57.8 | 91.1 | 51.8 | 41.9 | 58.7 | 71.3 | 45.5 | 71.8 | 80.3 | 0.5 | 39 | 172 |
| MOT17-14-DPM | 34.3 | 42.9 | 31.0 | 19 | 56 | 1,183 | 10,699 | 42.1 | 86.8 | 33.4 | 29.6 | 36.8 | 65.9 | 31.9 | 65.7 | 76.3 | 1.6 | 265 | 505 |
| MOT17-14-FRCNN | 34.3 | 42.9 | 31.0 | 19 | 56 | 1,183 | 10,699 | 42.1 | 86.8 | 33.4 | 29.6 | 36.8 | 65.9 | 31.9 | 65.7 | 76.3 | 1.6 | 265 | 505 |
| MOT17-14-SDP | 34.3 | 42.9 | 31.0 | 19 | 56 | 1,183 | 10,699 | 42.1 | 86.8 | 33.4 | 29.6 | 36.8 | 65.9 | 31.9 | 65.7 | 76.3 | 1.6 | 265 | 505 |
Raw data: