Lif_TsimInt: Lifted Disjoint Paths with Application in Multiple Object Tracking

MOT17-01-DPM


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 23, 2020 (10 months ago)

Published:

June 26, 2020 at 11:22:02 CET

Submissions:

1

Open source:

Yes

Hardware:

3 Ghz

Runtime:

4.6 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1758.265.250.778.6674 (28.6)791 (33.6)16,850217,94461.495.454.947.159.678.549.877.481.50.91,022 (16.7)2,062 (33.6)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM46.757.145.877.1611243,40447.299.258.136.260.680.137.278.180.40.1714
MOT17-01-FRCNN48.158.646.577.29112283,11251.893.656.538.362.876.740.873.880.50.5714
MOT17-01-SDP48.958.346.277.29102533,03253.093.154.239.561.275.442.073.980.30.6919
MOT17-03-DPM67.069.253.579.157181,74032,62668.897.654.053.257.579.855.879.182.01.2147187
MOT17-03-FRCNN66.070.253.979.056231,30734,12467.498.255.952.358.981.054.779.681.90.9109194
MOT17-03-SDP78.377.660.077.889132,45420,16480.797.259.361.163.778.564.777.981.01.6125258
MOT17-06-DPM56.263.751.079.370876934,44862.391.455.147.468.269.451.375.281.70.62291
MOT17-06-FRCNN59.363.951.679.387591,1713,59869.587.552.151.369.463.957.572.481.61.032113
MOT17-06-SDP60.566.152.878.9101641,2563,37471.487.054.051.971.863.558.771.581.41.129103
MOT17-07-DPM44.353.240.978.17196538,69848.592.644.637.747.079.239.775.880.71.359110
MOT17-07-FRCNN43.255.642.577.69171,0578,47649.888.848.037.951.576.540.872.780.12.159137
MOT17-07-SDP47.856.944.277.413131,1237,62854.889.247.641.351.076.844.772.780.12.274153
MOT17-08-DPM33.746.540.382.9153816413,80234.797.856.628.758.985.729.483.184.90.33238
MOT17-08-FRCNN31.042.538.482.2153633614,21532.795.455.226.758.283.127.680.684.40.53148
MOT17-08-SDP34.647.541.081.5183336413,40436.595.556.829.659.783.830.780.283.70.64761
MOT17-12-DPM45.961.548.081.319394144,26650.891.457.340.364.577.142.977.383.40.51026
MOT17-12-FRCNN44.056.844.681.616423114,53547.793.052.737.960.177.540.178.183.70.31119
MOT17-12-SDP48.562.748.680.320414274,02553.691.657.141.464.776.444.576.182.90.51431
MOT17-14-DPM36.950.636.177.0167739711,21639.394.843.430.245.878.531.475.880.30.55695
MOT17-14-FRCNN37.051.838.175.122751,25210,31644.286.745.332.349.672.134.968.578.51.772188
MOT17-14-SDP41.755.540.375.420651,2269,48148.788.046.135.550.772.538.569.578.91.670163

Raw data:


Lif_TsimInt