Benchmark:
MOT16 |
Short name:
HDTR_16
Detector:
Public
Description:
n/a
Reference:
M. Babaee, A. Athar, G. Rigoll. Multiple People Tracking Using Hierarchical Deep Tracklet Re-identification. In arXiv preprint arXiv:1811.04091, 2018.
Last submitted:
October 26, 2018 (5 years ago)
Published:
October 26, 2018 at 20:00:41 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
CPU Intel Xeon E5-1620, GPU Nvidia TITAN X
Runtime:
3.6 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16 | 53.6 | 46.6 | 46.8 | 161 (21.2) | 281 (37.0) | 4,714 | 79,353 | 56.5 | 95.6 | 49.4 | 44.5 | 54.3 | 75.6 | 46.8 | 79.2 | 83.0 | 0.8 | 618 (10.9) | 833 (14.7) |
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 | 49.5 | 38.2 | 48.6 | 7 | 7 | 40 | 3,178 | 50.3 | 98.8 | 58.5 | 40.3 | 60.6 | 83.8 | 41.5 | 81.6 | 83.0 | 0.1 | 10 | 15 |
| MOT16-03 | 62.9 | 52.1 | 51.8 | 46 | 25 | 1,175 | 37,473 | 64.2 | 98.3 | 52.7 | 51.0 | 55.9 | 79.3 | 53.2 | 81.5 | 83.4 | 0.8 | 185 | 262 |
| MOT16-06 | 43.2 | 35.2 | 38.4 | 60 | 93 | 1,565 | 4,898 | 57.5 | 80.9 | 34.7 | 42.6 | 60.8 | 46.0 | 49.0 | 68.8 | 82.6 | 1.3 | 88 | 130 |
| MOT16-07 | 46.9 | 42.6 | 39.6 | 11 | 13 | 788 | 7,778 | 52.3 | 91.6 | 39.1 | 40.3 | 42.8 | 72.0 | 43.1 | 75.4 | 81.8 | 1.6 | 105 | 143 |
| MOT16-08 | 37.7 | 37.2 | 40.8 | 11 | 24 | 163 | 10,219 | 38.9 | 97.6 | 52.3 | 31.8 | 55.9 | 80.9 | 32.8 | 82.1 | 84.2 | 0.3 | 45 | 73 |
| MOT16-12 | 42.4 | 49.9 | 43.8 | 13 | 42 | 247 | 4,482 | 46.0 | 93.9 | 53.0 | 36.2 | 56.6 | 75.2 | 38.1 | 77.8 | 82.8 | 0.3 | 53 | 46 |
| MOT16-14 | 34.0 | 33.2 | 32.0 | 13 | 77 | 736 | 11,325 | 38.7 | 90.7 | 35.1 | 29.2 | 40.4 | 64.4 | 31.0 | 72.6 | 80.9 | 1.0 | 132 | 164 |
Raw data: