STRN: Spatial-Temporal Relation Networks for Multi-Object Tracking


Benchmark:

Short name:

STRN

Detector:

Public

Description:

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

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.

Processing:

Online

Last submitted:

November 04, 2019 (5 months ago)

Published:

November 04, 2019 at 04:46:08 CET

Submissions:

1

Open source:

Yes

Hardware:

Titan XP

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
2D MOT 201538.146.672.183.0241.05,45131,5711,033

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
ADL-Rundle-140.353.674.16.06.07204,75676
ADL-Rundle-336.547.771.66.09.01,4614,91674
AVG-TownCentre27.942.069.129.060.01,1653,763225
ETH-Crossing32.147.273.11.014.0276513
ETH-Jelmoli51.758.072.99.016.01081,10513
ETH-Linthescher33.845.872.115.0110.02495,60752
KITTI-1638.151.471.60.01.012789234
KITTI-1926.849.866.54.016.01,0332,79779
PETS09-S2L247.932.973.44.04.03744,197450
TUD-Crossing68.064.172.36.00.01832411
Venice-139.851.776.23.05.01692,56316

Raw data:


STRN