Benchmark:
MOT15 |
Short name:
TSMLCDEnew
Detector:
Public
Description:
n/a
Reference:
B. Wang, G. Wang, K. L. Chan, L. Wang. Tracklet Association by Online Target-Specific Metric Learning and Coherent Dynamics Estimation. In arXiv:1511.06654, 2015.
Last submitted:
March 19, 2016 (8 years ago)
Published:
March 19, 2016 at 07:35:10 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
3.3GHZ, 4 Core
Runtime:
6.5 Hz
Benchmark performance:
Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
MOT15 | 34.3 | 44.1 | 0.0 | 101 (14.0) | 284 (39.4) | 7,869 | 31,908 | 48.1 | 79.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.4 | 618 (12.9) | 959 (20.0) |
Detailed performance:
Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
ADL-Rundle-1 | 24.4 | 40.3 | 0.0 | 7 | 10 | 2,229 | 4,734 | 49.1 | 67.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.5 | 76 | 92 |
ADL-Rundle-3 | 34.5 | 44.8 | 0.0 | 6 | 10 | 1,486 | 5,105 | 49.8 | 77.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.4 | 70 | 71 |
AVG-TownCentre | 33.9 | 49.2 | 0.0 | 46 | 70 | 997 | 3,604 | 49.6 | 78.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.2 | 126 | 274 |
ETH-Crossing | 30.0 | 45.1 | 0.0 | 3 | 13 | 40 | 659 | 34.3 | 89.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2 | 3 | 4 |
ETH-Jelmoli | 44.7 | 59.6 | 0.0 | 8 | 13 | 233 | 1,143 | 54.9 | 85.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5 | 26 | 39 |
ETH-Linthescher | 22.0 | 29.9 | 0.0 | 9 | 140 | 122 | 6,809 | 23.8 | 94.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1 | 35 | 41 |
KITTI-16 | 48.1 | 60.6 | 0.0 | 0 | 3 | 148 | 716 | 57.9 | 86.9 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.7 | 19 | 34 |
KITTI-19 | 31.2 | 51.2 | 0.0 | 5 | 13 | 924 | 2,693 | 49.6 | 74.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9 | 57 | 155 |
PETS09-S2L2 | 51.5 | 37.6 | 0.0 | 6 | 4 | 905 | 3,602 | 62.6 | 87.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.1 | 165 | 198 |
TUD-Crossing | 67.4 | 75.6 | 0.0 | 8 | 3 | 54 | 290 | 73.7 | 93.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.3 | 15 | 12 |
Venice-1 | 27.5 | 46.9 | 0.0 | 3 | 5 | 731 | 2,553 | 44.1 | 73.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.6 | 26 | 39 |
Raw data: