Spatial-Temporal Relation Networks for Multi-Object Tracking


Short name:

STRN_MOT17

Benchmark:

Description:

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

Hardware:

GPU

Detector:

Public

Processing:

Online

Last submitted:

November 04, 2019 (10 days ago)

Published:

November 04, 2019 at 04:46:33 CET

Submissions:

2

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
50.975.61.418.9 % 33.8 % 25,295249,3652,3979,363GPUPublic
IDF1ID PrecisionID Recall
56.074.444.9

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM36.747.571.70.62412.5 % 37.5 % 2853,75743159
MOT17-03-DPM55.258.174.13.314823.6 % 16.2 % 4,88041,8002601,446
MOT17-06-DPM49.657.972.60.422217.6 % 42.3 % 4365,42980282
MOT17-07-DPM44.149.472.81.56011.7 % 33.3 % 7668,59583401
MOT17-08-DPM27.936.976.61.1769.2 % 46.1 % 71214,42495253
MOT17-12-DPM42.752.875.00.69118.7 % 47.3 % 5464,37047136
MOT17-14-DPM30.641.472.71.31646.7 % 43.9 % 95411,754120326
MOT17-01-FRCNN36.547.377.91.12420.8 % 37.5 % 5143,56318102
MOT17-03-FRCNN58.960.077.51.814827.0 % 16.9 % 2,75240,087193742
MOT17-06-FRCNN55.760.778.60.422225.2 % 32.0 % 5054,62393261
MOT17-07-FRCNN39.643.874.81.86010.0 % 26.7 % 9079,161136432
MOT17-08-FRCNN25.534.778.90.9769.2 % 48.7 % 56115,10764136
MOT17-12-FRCNN38.854.277.90.79115.4 % 50.5 % 6434,6332579
MOT17-14-FRCNN28.938.971.52.11646.7 % 41.5 % 1,57211,337232549
MOT17-01-SDP38.251.773.42.32429.2 % 25.0 % 1,0512,90530214
MOT17-03-SDP70.268.576.11.914841.2 % 10.1 % 2,88128,0182472,148
MOT17-06-SDP57.563.175.70.422229.7 % 31.5 % 5064,41593263
MOT17-07-SDP48.151.974.92.16021.7 % 18.3 % 1,0607,560145449
MOT17-08-SDP30.339.377.41.17613.2 % 44.7 % 69213,898131305
MOT17-12-SDP41.956.977.70.89122.0 % 42.9 % 7264,26939101
MOT17-14-SDP33.845.871.83.11646.7 % 32.3 % 2,3469,660223579

Raw data:

n/a


STRN_MOT17