CRFTrack_:

ADL-Rundle-3


Benchmark:

MOT15 |

Short name:

CRFTrack_

Detector:

Public

Description:

n/a

Reference:

Jun xiang, Chao Ma, Guohan Xu, Jianhua Hou, End-to-End Learning Deep CRF models for Multi-Object Tracking. In IEEE Transactions on Circuits and Systems for Video Technology, 2020

Last submitted:

June 25, 2019 (2 years ago)

Published:

June 26, 2019 at 11:13:54 CET

Submissions:

1

Project page / code:

n/a

Open source:

Yes

Hardware:

2.5GHZ

Runtime:

3.2 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1540.049.637.3166 (23.0)206 (28.6)10,29525,91757.877.537.437.740.970.744.359.476.11.8658 (11.4)1,508 (26.1)

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-121.843.434.11123,7563,44563.060.935.333.737.871.847.646.075.37.575176
ADL-Rundle-338.245.134.9681,5684,62354.577.933.237.234.776.343.562.278.92.592124
AVG-TownCentre49.063.344.566437782,78961.084.947.242.353.065.946.164.173.51.775353
ETH-Crossing31.952.137.981112655344.978.146.530.956.768.035.561.879.50.649
ETH-Jelmoli48.566.446.4161344085766.279.249.044.058.969.052.763.179.61.0946
ETH-Linthescher34.646.635.2211142525,56137.793.042.629.247.675.730.575.281.00.22871
KITTI-1651.666.144.04118461763.785.545.742.548.568.647.864.175.80.92256
KITTI-1939.858.138.69109002,26757.677.440.037.543.465.943.157.973.20.952201
PETS09-S2L251.030.925.5931,0733,37065.085.415.243.616.260.548.263.373.72.5282393
TUD-Crossing80.888.859.91004216385.295.761.558.465.770.962.269.975.60.2725
Venice-137.360.142.2611,1761,67263.471.147.437.750.372.647.953.775.92.61254

Raw data:


CRFTrack_