Lif_TsimInt: Lifted Disjoint Paths with Application in Multiple Object Tracking

MOT17-01-DPM


Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

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 (3 years 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 MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1758.265.250.7674 (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 MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM46.757.145.8611243,40447.299.258.136.260.680.137.278.180.40.1714
MOT17-01-FRCNN48.158.646.59112283,11251.893.656.538.362.876.740.873.880.50.5714
MOT17-01-SDP48.958.346.29102533,03253.093.154.239.561.275.442.073.980.30.6919
MOT17-03-DPM67.069.253.557181,74032,62668.897.654.053.257.579.855.879.182.01.2147187
MOT17-03-FRCNN66.070.253.956231,30734,12467.498.255.952.358.981.054.779.681.90.9109194
MOT17-03-SDP78.377.660.089132,45420,16480.797.259.361.163.778.564.777.981.01.6125258
MOT17-06-DPM56.263.751.070876934,44862.391.455.147.468.269.451.375.281.70.62291
MOT17-06-FRCNN59.363.951.687591,1713,59869.587.552.151.369.463.957.572.481.61.032113
MOT17-06-SDP60.566.152.8101641,2563,37471.487.054.051.971.863.558.771.581.41.129103
MOT17-07-DPM44.353.240.97196538,69848.592.644.637.747.079.239.775.880.71.359110
MOT17-07-FRCNN43.255.642.59171,0578,47649.888.848.037.951.576.540.872.780.12.159137
MOT17-07-SDP47.856.944.213131,1237,62854.889.247.641.351.076.844.772.780.12.274153
MOT17-08-DPM33.746.540.3153816413,80234.797.856.628.758.985.729.483.184.90.33238
MOT17-08-FRCNN31.042.538.4153633614,21532.795.455.226.758.283.127.680.684.40.53148
MOT17-08-SDP34.647.541.0183336413,40436.595.556.829.659.783.830.780.283.70.64761
MOT17-12-DPM45.961.548.019394144,26650.891.457.340.364.577.142.977.383.40.51026
MOT17-12-FRCNN44.056.844.616423114,53547.793.052.737.960.177.540.178.183.70.31119
MOT17-12-SDP48.562.748.620414274,02553.691.657.141.464.776.444.576.182.90.51431
MOT17-14-DPM36.950.636.1167739711,21639.394.843.430.245.878.531.475.880.30.55695
MOT17-14-FRCNN37.051.838.122751,25210,31644.286.745.332.349.672.134.968.578.51.772188
MOT17-14-SDP41.755.540.320651,2269,48148.788.046.135.550.772.538.569.578.91.670163

Raw data: