Benchmark:
MOT16 |
Short name:
TLMHT
Detector:
Public
Description:
n/a
Reference:
H. Sheng, J. Chen, Y. Zhang, W. Ke, Z. Xiong, J. Yu. Iterative Multiple Hypothesis Tracking with Tracklet-level Association. In IEEE Transactions on Circuits and Systems for Video Technology, 2018.
Last submitted:
June 11, 2018 (6 years ago)
Published:
July 01, 2018 at 12:29:58 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
3 GHZ, 8 Core
Runtime:
4.8 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16 | 48.7 | 55.3 | 42.0 | 119 (15.7) | 338 (44.5) | 6,632 | 86,504 | 52.6 | 93.5 | 45.1 | 39.4 | 48.2 | 77.1 | 41.7 | 74.2 | 79.6 | 1.1 | 413 (7.9) | 642 (12.2) |
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 | 37.8 | 48.9 | 36.8 | 4 | 12 | 94 | 3,873 | 39.4 | 96.4 | 47.2 | 28.8 | 50.5 | 74.1 | 29.7 | 72.7 | 77.0 | 0.2 | 9 | 17 |
| MOT16-03 | 58.2 | 60.2 | 45.5 | 39 | 27 | 2,854 | 40,706 | 61.1 | 95.7 | 45.5 | 45.9 | 47.6 | 79.6 | 48.3 | 75.7 | 79.8 | 1.9 | 178 | 308 |
| MOT16-06 | 41.7 | 52.0 | 40.1 | 37 | 119 | 902 | 5,773 | 50.0 | 86.5 | 44.9 | 36.2 | 58.1 | 61.3 | 39.5 | 68.3 | 78.4 | 0.8 | 52 | 71 |
| MOT16-07 | 40.5 | 50.4 | 37.4 | 6 | 19 | 701 | 8,948 | 45.2 | 91.3 | 41.8 | 33.7 | 44.6 | 74.3 | 35.6 | 72.0 | 78.4 | 1.4 | 61 | 111 |
| MOT16-08 | 33.4 | 46.7 | 39.2 | 13 | 27 | 1,040 | 10,065 | 39.9 | 86.5 | 49.4 | 31.3 | 52.6 | 75.9 | 33.6 | 72.9 | 81.9 | 1.7 | 46 | 50 |
| MOT16-12 | 40.0 | 52.4 | 39.0 | 11 | 39 | 782 | 4,167 | 49.8 | 84.1 | 43.3 | 35.2 | 47.3 | 72.0 | 39.3 | 66.4 | 79.4 | 0.9 | 32 | 33 |
| MOT16-14 | 28.2 | 40.3 | 29.4 | 9 | 95 | 259 | 12,972 | 29.8 | 95.5 | 38.2 | 22.7 | 40.8 | 73.4 | 23.4 | 75.0 | 79.6 | 0.3 | 35 | 52 |
Raw data: