MrMOT: Multiple Object Tracking via Multiple Representations
MOT16-01
Short name:
MrMOT
Detector:
Public
Description:
Improving Multiple Object Tracking via Multiple Representations based Detection Fusion and Re-tracking
Reference:
Last submitted:
August 11, 2021 (1 month ago)
Published:
August 11, 2021 at 10:50:44 CET
Submissions:
1
Project page / code:
Open source:
Yes
Hardware:
RTX 2080TI
Runtime:
22.3 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16 | 75.0 | 73.9 | 60.1 | 330 (43.5) | 129 (17.0) | 8,743 | 35,858 | 80.3 | 94.4 | 58.5 | 61.9 | 64.6 | 76.1 | 67.0 | 78.7 | 83.6 | 1.5 | 1,009 (0.0) | 2,473 (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 |
| MOT16-01 | 58.2 | 59.0 | 48.5 | 10 | 4 | 392 | 2,247 | 64.9 | 91.4 | 47.9 | 49.5 | 53.7 | 75.4 | 54.1 | 76.2 | 83.7 | 0.9 | 33 | 106 |
| MOT16-03 | 89.3 | 82.1 | 68.1 | 129 | 0 | 3,445 | 7,566 | 92.8 | 96.6 | 63.4 | 73.3 | 70.0 | 77.3 | 78.4 | 81.6 | 84.5 | 2.3 | 212 | 685 |
| MOT16-06 | 62.9 | 65.9 | 52.4 | 77 | 49 | 419 | 3,703 | 67.9 | 94.9 | 52.5 | 52.3 | 58.5 | 75.7 | 55.9 | 78.2 | 83.0 | 0.4 | 158 | 258 |
| MOT16-07 | 64.4 | 64.8 | 50.9 | 23 | 2 | 1,302 | 4,395 | 73.1 | 90.2 | 48.5 | 53.7 | 52.2 | 73.9 | 59.9 | 73.9 | 82.5 | 2.6 | 118 | 367 |
| MOT16-08 | 45.9 | 46.9 | 39.2 | 18 | 14 | 699 | 8,214 | 50.9 | 92.4 | 39.1 | 39.8 | 43.7 | 71.4 | 42.3 | 76.8 | 82.8 | 1.1 | 144 | 330 |
| MOT16-12 | 60.0 | 70.8 | 54.3 | 28 | 16 | 635 | 2,658 | 68.0 | 89.9 | 58.8 | 50.5 | 64.2 | 76.7 | 55.8 | 73.8 | 82.5 | 0.7 | 25 | 166 |
| MOT16-14 | 50.0 | 62.6 | 44.3 | 45 | 44 | 1,851 | 7,075 | 61.7 | 86.0 | 47.4 | 41.9 | 52.1 | 70.1 | 47.4 | 66.1 | 78.5 | 2.5 | 319 | 561 |
Raw data:
