TMOH: Track Management and Occlusion Handling
MOT20-07
Short name:
TMOH
Detector:
Public
Description:
Reference:
D. Stadler, J. Beyerer. Improving Multiple Pedestrian Tracking by Track Management and Occlusion Handling. In CVPR, 2021.
Last submitted:
January 20, 2021 (3 years ago)
Published:
May 25, 2021 at 15:20:46 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
Nvidia Titan X
Runtime:
0.6 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20 | 60.1 | 61.2 | 48.9 | 580 (46.7) | 221 (17.8) | 38,043 | 165,899 | 67.9 | 90.2 | 48.4 | 49.7 | 52.9 | 71.0 | 54.8 | 72.9 | 81.2 | 8.5 | 2,342 (34.5) | 4,320 (63.6) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20-04 | 78.3 | 74.9 | 59.3 | 448 | 40 | 16,398 | 42,280 | 84.6 | 93.4 | 55.8 | 63.0 | 60.4 | 75.3 | 69.1 | 76.3 | 82.3 | 7.9 | 743 | 1,538 |
| MOT20-06 | 39.7 | 40.3 | 32.3 | 63 | 86 | 11,623 | 67,403 | 49.2 | 84.9 | 29.9 | 35.0 | 33.9 | 59.1 | 38.8 | 67.0 | 79.1 | 11.5 | 979 | 1,660 |
| MOT20-07 | 65.6 | 61.9 | 48.9 | 48 | 11 | 901 | 10,361 | 68.7 | 96.2 | 46.6 | 51.8 | 51.4 | 71.4 | 55.3 | 77.4 | 81.8 | 1.5 | 134 | 227 |
| MOT20-08 | 28.4 | 37.3 | 29.4 | 21 | 84 | 9,121 | 45,855 | 40.8 | 77.6 | 31.0 | 28.2 | 34.4 | 61.8 | 31.9 | 60.8 | 77.6 | 11.3 | 486 | 895 |
Raw data:
