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

TUD-Crossing


Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Benchmark:

MOT15 |

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 (4 years 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 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1538.146.633.583 (11.5)241 (33.4)5,45131,57148.684.633.533.838.558.737.164.576.00.91,033 (21.2)2,665 (54.8)

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-140.353.639.1667204,75648.986.344.034.847.966.038.067.177.61.476308
ADL-Rundle-336.547.733.6691,4614,91651.678.233.733.837.166.438.958.975.52.374202
AVG-TownCentre27.942.031.429601,1653,76347.474.431.431.936.761.636.457.273.42.6225567
ETH-Crossing32.147.230.41142765135.192.936.025.838.669.526.870.977.30.1322
ETH-Jelmoli51.758.039.69161081,10556.493.039.939.347.061.642.269.677.70.21377
ETH-Linthescher33.845.831.8151102495,60737.293.038.026.843.766.227.969.976.60.252170
KITTI-1638.151.434.10112789247.686.434.733.538.758.636.165.574.80.634125
KITTI-1926.849.833.24161,0332,79747.771.134.332.539.457.537.055.271.41.079374
PETS09-S2L247.932.924.6443744,19756.593.615.239.920.532.942.670.677.20.9450643
TUD-Crossing68.064.144.8601832470.697.740.849.252.358.351.971.976.80.11162
Venice-139.851.736.6351692,56343.892.241.132.746.565.934.572.779.50.416115

Raw data: