TUD-Crossing
Benchmark:
MOT15 |
Short name:
SLTV15
Detector:
Public
Description:
n/a
Reference:
Gwangju Institute of Science and Technology(GIST), Machine Learning and Vision Laboratory
Last submitted:
July 08, 2018 (6 years ago)
Published:
July 08, 2018 at 14:49:06 CET
Submissions:
4
Project page / code:
n/a
Open source:
No
Hardware:
3.7 GHZ, 1 Core, TITAN X
Runtime:
20.9 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 | 27.6 | 40.3 | 29.3 | 52 (7.2) | 374 (51.9) | 6,581 | 37,566 | 38.9 | 78.4 | 32.6 | 26.7 | 35.9 | 67.7 | 29.7 | 59.8 | 75.4 | 1.1 | 358 (9.2) | 884 (22.7) |
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 | 17.9 | 38.8 | 29.6 | 5 | 13 | 1,919 | 5,699 | 38.8 | 65.3 | 36.0 | 24.7 | 39.1 | 71.1 | 29.9 | 50.4 | 76.3 | 3.8 | 26 | 77 |
ADL-Rundle-3 | 35.5 | 39.4 | 28.1 | 3 | 15 | 429 | 6,086 | 40.1 | 90.5 | 27.4 | 28.9 | 29.0 | 72.5 | 30.5 | 68.7 | 77.2 | 0.7 | 39 | 54 |
AVG-TownCentre | 13.4 | 35.0 | 25.6 | 7 | 127 | 1,003 | 5,105 | 28.6 | 67.1 | 33.4 | 19.8 | 36.6 | 66.6 | 22.3 | 52.4 | 73.8 | 2.2 | 79 | 168 |
ETH-Crossing | 28.3 | 46.2 | 31.0 | 2 | 18 | 26 | 693 | 30.9 | 92.3 | 41.8 | 23.0 | 45.2 | 74.6 | 23.9 | 71.3 | 78.2 | 0.1 | 0 | 1 |
ETH-Jelmoli | 41.4 | 54.9 | 37.3 | 9 | 15 | 234 | 1,241 | 51.1 | 84.7 | 39.1 | 35.6 | 45.4 | 64.3 | 39.4 | 65.4 | 77.5 | 0.5 | 12 | 32 |
ETH-Linthescher | 19.4 | 30.1 | 24.8 | 9 | 152 | 158 | 7,024 | 21.3 | 92.3 | 38.2 | 16.1 | 41.5 | 73.7 | 16.5 | 71.5 | 77.5 | 0.1 | 13 | 38 |
KITTI-16 | 40.2 | 56.4 | 34.8 | 0 | 4 | 92 | 908 | 46.6 | 89.6 | 37.1 | 32.6 | 40.3 | 66.7 | 35.1 | 67.5 | 76.9 | 0.4 | 18 | 35 |
KITTI-19 | 21.7 | 46.2 | 32.5 | 6 | 17 | 1,256 | 2,896 | 45.8 | 66.1 | 35.9 | 29.9 | 41.4 | 61.5 | 35.5 | 51.2 | 71.8 | 1.2 | 34 | 186 |
PETS09-S2L2 | 43.3 | 40.4 | 28.3 | 5 | 4 | 726 | 4,627 | 52.0 | 87.4 | 22.4 | 35.9 | 25.2 | 58.7 | 38.6 | 64.8 | 73.8 | 1.7 | 117 | 225 |
TUD-Crossing | 63.9 | 72.3 | 49.8 | 5 | 3 | 29 | 366 | 66.8 | 96.2 | 52.6 | 47.1 | 55.3 | 74.3 | 50.3 | 72.5 | 78.4 | 0.1 | 3 | 15 |
Venice-1 | 20.1 | 37.1 | 27.6 | 1 | 6 | 709 | 2,921 | 36.0 | 69.8 | 32.1 | 23.8 | 34.9 | 67.9 | 27.7 | 53.8 | 76.3 | 1.6 | 17 | 53 |
Raw data: