TMOH: Track Management and Occlusion Handling
MOT16-03
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 15:20:24 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
Nvidia Tesla V100
Runtime:
0.7 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16 | 63.2 | 63.5 | 50.7 | 205 (27.0) | 235 (31.0) | 3,122 | 63,376 | 65.2 | 97.4 | 50.7 | 51.0 | 54.6 | 77.5 | 53.5 | 79.9 | 82.6 | 0.5 | 635 (9.7) | 1,486 (22.8) |
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 | 46.6 | 50.7 | 42.9 | 7 | 10 | 31 | 3,370 | 47.3 | 99.0 | 49.0 | 37.7 | 53.3 | 74.7 | 38.9 | 81.3 | 83.0 | 0.1 | 17 | 76 |
| MOT16-03 | 74.7 | 71.2 | 56.5 | 76 | 16 | 1,276 | 25,116 | 76.0 | 98.4 | 53.8 | 59.6 | 57.8 | 77.8 | 62.4 | 80.8 | 82.7 | 0.9 | 98 | 311 |
| MOT16-06 | 55.3 | 60.5 | 48.7 | 56 | 89 | 320 | 4,749 | 58.8 | 95.5 | 52.2 | 45.7 | 59.5 | 74.3 | 48.4 | 78.5 | 82.9 | 0.3 | 86 | 184 |
| MOT16-07 | 57.5 | 53.7 | 42.7 | 14 | 8 | 358 | 6,480 | 60.3 | 96.5 | 39.7 | 46.4 | 42.2 | 77.3 | 48.9 | 78.2 | 81.8 | 0.7 | 100 | 310 |
| MOT16-08 | 41.8 | 40.6 | 36.1 | 12 | 20 | 419 | 9,160 | 45.3 | 94.8 | 36.5 | 36.1 | 38.6 | 77.4 | 37.8 | 79.2 | 83.6 | 0.7 | 155 | 227 |
| MOT16-12 | 54.4 | 66.4 | 52.3 | 25 | 25 | 220 | 3,531 | 57.4 | 95.6 | 59.8 | 45.8 | 63.6 | 81.7 | 48.3 | 80.5 | 84.2 | 0.2 | 31 | 91 |
| MOT16-14 | 37.2 | 46.3 | 34.2 | 15 | 67 | 498 | 10,970 | 40.6 | 93.8 | 38.3 | 30.7 | 41.0 | 75.1 | 32.2 | 74.3 | 80.2 | 0.7 | 148 | 287 |
Raw data:
