Lif_TsimInt: Lifted Disjoint Paths with Application in Multiple Object Tracking

MOT17-01-DPM


Benchmark:

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 (17 days 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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1758.265.278.6674 (28.6)791 (33.6)16,850217,94461.495.40.91,022 (16.7)2,062 (33.6)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM46.757.177.1611243,40447.299.20.1714
MOT17-01-FRCNN48.158.677.29112283,11251.893.60.5714
MOT17-01-SDP48.958.377.29102533,03253.093.10.6919
MOT17-03-DPM67.069.279.157181,74032,62668.897.61.2147187
MOT17-03-FRCNN66.070.279.056231,30734,12467.498.20.9109194
MOT17-03-SDP78.377.677.889132,45420,16480.797.21.6125258
MOT17-06-DPM56.263.779.370876934,44862.391.40.62291
MOT17-06-FRCNN59.363.979.387591,1713,59869.587.51.032113
MOT17-06-SDP60.566.178.9101641,2563,37471.487.01.129103
MOT17-07-DPM44.353.278.17196538,69848.592.61.359110
MOT17-07-FRCNN43.255.677.69171,0578,47649.888.82.159137
MOT17-07-SDP47.856.977.413131,1237,62854.889.22.274153
MOT17-08-DPM33.746.582.9153816413,80234.797.80.33238
MOT17-08-FRCNN31.042.582.2153633614,21532.795.40.53148
MOT17-08-SDP34.647.581.5183336413,40436.595.50.64761
MOT17-12-DPM45.961.581.319394144,26650.891.40.51026
MOT17-12-FRCNN44.056.881.616423114,53547.793.00.31119
MOT17-12-SDP48.562.780.320414274,02553.691.60.51431
MOT17-14-DPM36.950.677.0167739711,21639.394.80.55695
MOT17-14-FRCNN37.051.875.122751,25210,31644.286.71.772188
MOT17-14-SDP41.755.575.420651,2269,48148.788.01.670163

Raw data:


Lif_TsimInt