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

TUD-Crossing


Benchmark:

Short name:

STRN

Detector:

Public

Description:

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

Reference:

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

Last submitted:

November 04, 2019 (11 months ago)

Published:

November 04, 2019 at 04:46:08 CET

Submissions:

1

Project page / code:

n/a

Open source:

Yes

Hardware:

Titan XP

Runtime:

13.8 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
2D MOT 201538.146.672.183 (11.5)241 (33.4)5,45131,57148.684.60.91,033 (21.2)2,665 (54.8)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
ADL-Rundle-140.353.674.1667204,75648.986.31.476308
ADL-Rundle-336.547.771.6691,4614,91651.678.22.374202
AVG-TownCentre27.942.069.129601,1653,76347.474.42.6225567
ETH-Crossing32.147.273.11142765135.192.90.1322
ETH-Jelmoli51.758.072.99161081,10556.493.00.21377
ETH-Linthescher33.845.872.1151102495,60737.293.00.252170
KITTI-1638.151.471.60112789247.686.40.634125
KITTI-1926.849.866.54161,0332,79747.771.11.079374
PETS09-S2L247.932.973.4443744,19756.593.60.9450643
TUD-Crossing68.064.172.3601832470.697.70.11162
Venice-139.851.776.2351692,56343.892.20.416115

Raw data: