Spatial-Temporal Relation Networks for Multi-Object Tracking


Short name:

STRN

Benchmark:

Description:

Spatial-Temporal Relation Networks for Multi-Object Tracking, ICCV2019,
https://arxiv.org/abs/1904.11489

Hardware:

Titan XP

Detector:

Public

Processing:

Online

Last submitted:

November 04, 2019 (10 days ago)

Published:

November 04, 2019 at 04:46:08 CET

Submissions:

1

Open source:

Yes

Project page / code:

n/a

Reference:

J. Xu, Y. Cao, Z. Zhang, H. Hu. Spatial-Temporal Relation Networks for Multi-Object Tracking. In ICCV, 2019.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
38.172.10.911.5 % 33.4 % 5,45131,5711,0332,665Titan XPPublic
IDF1ID PrecisionID Recall
46.663.936.7

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
TUD-Crossing68.064.172.30.11346.2 % 0.0 % 183241162
PETS09-S2L247.932.973.40.9429.5 % 9.5 % 3744,197450643
ETH-Jelmoli51.758.072.90.24520.0 % 35.6 % 1081,1051377
ETH-Linthescher33.845.872.10.21977.6 % 55.8 % 2495,60752170
ETH-Crossing32.147.273.10.1263.8 % 53.8 % 27651322
AVG-TownCentre27.942.069.12.622612.8 % 26.5 % 1,1653,763225567
ADL-Rundle-140.353.674.11.43218.8 % 18.8 % 7204,75676308
ADL-Rundle-336.547.771.62.34413.6 % 20.5 % 1,4614,91674202
KITTI-1638.151.471.60.6170.0 % 5.9 % 12789234125
KITTI-1926.849.866.51.0626.5 % 25.8 % 1,0332,79779374
Venice-139.851.776.20.41717.6 % 29.4 % 1692,56316115

Raw data:

n/a


dps
STRN