Lif_TsimInt: Lifted Disjoint Paths with Application in Multiple Object Tracking

ETH-Linthescher


Benchmark:

MOT17 | MOT16 | MOT15 |

Short name:

Lif_TsimInt

Detector:

Public

Description:

Reference:

A. Hornakova, R. Henschel, B. Rosenhahn, P. Swoboda. Lifted Disjoint Paths with Application in Multiple Object Tracking. In ICML, 2020.

Last submitted:

June 24, 2020 (1 year ago)

Published:

June 26, 2020 at 11:22:20 CET

Submissions:

1

Open source:

Yes

Hardware:

3 Ghz

Runtime:

5.8 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1547.257.643.8195 (27.0)215 (29.8)7,63524,27760.583.046.741.552.474.547.865.579.41.3554 (9.2)803 (13.3)

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-130.258.644.41523,4712,98467.964.651.338.557.670.453.350.677.46.942106
ADL-Rundle-358.669.254.41786213,55765.091.459.350.163.482.854.676.784.01.02632
AVG-TownCentre58.366.646.978442832,61963.494.149.944.554.473.647.370.376.50.677184
ETH-Crossing39.054.141.55114556643.690.750.834.059.973.936.375.683.70.213
ETH-Jelmoli55.968.950.7181238572971.382.451.749.868.163.558.968.282.50.9429
ETH-Linthescher34.048.837.8231164755,40039.588.146.630.856.169.232.873.181.40.41968
KITTI-1633.333.024.55139963362.872.817.036.318.361.145.452.674.21.910262
KITTI-1939.850.335.78167942,29257.179.334.936.936.772.342.959.776.00.812999
PETS09-S2L256.343.833.3824143,65862.193.524.645.327.272.848.573.079.10.9144194
TUD-Crossing87.190.864.71103910090.996.366.463.170.373.968.272.278.20.2311
Venice-146.261.544.3737091,73961.979.949.240.156.674.447.761.679.11.6715

Raw data:


Lif_TsimInt