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

PETS09-S2L2


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 (2 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: