Lif_TsimInt: Lifted Disjoint Paths with Application in Multiple Object Tracking

MOT16-12


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 11:22:09 CET

Submissions:

1

Open source:

Yes

Hardware:

3 Ghz

Runtime:

5.9 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1657.564.149.6193 (25.4)263 (34.7)4,24972,86860.096.353.346.557.479.348.978.381.90.7335 (5.6)604 (10.1)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0147.157.546.1710243,34947.699.258.336.560.880.137.578.180.40.1714
MOT16-0366.969.153.457181,82332,59168.897.554.053.057.579.755.778.981.91.2147232
MOT16-0656.663.951.372867404,24663.290.855.347.969.069.052.174.881.70.62187
MOT16-0745.954.441.47126528,12450.292.644.338.947.078.841.075.780.61.362112
MOT16-0842.354.745.115251889,43943.697.556.935.959.285.637.082.884.80.33238
MOT16-1247.763.148.919354253,90352.991.257.341.864.677.144.877.183.40.51026
MOT16-1436.950.636.1167739711,21639.394.843.430.245.878.531.475.880.30.55695

Raw data:


Lif_TsimInt