Lif_TsimInt: Lifted Disjoint Paths with Application in Multiple Object Tracking

MOT16-01


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 24, 2020 (3 months 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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1657.564.179.1193 (25.4)263 (34.7)4,24972,86860.096.30.7335 (5.6)604 (10.1)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT16-0147.157.577.1710243,34947.699.20.1714
MOT16-0366.969.179.057181,82332,59168.897.51.2147232
MOT16-0656.663.979.372867404,24663.290.80.62187
MOT16-0745.954.478.17126528,12450.292.61.362112
MOT16-0842.354.782.815251889,43943.697.50.33238
MOT16-1247.763.181.319354253,90352.991.20.51026
MOT16-1436.950.677.0167739711,21639.394.80.55695

Raw data:


Lif_TsimInt