Lif_T: Lifted Disjoint Paths with Application in Multiple Object Tracking

MOT17-12-DPM


Benchmark:

MOT17 |

Short name:

Lif_T

Detector:

Public

Description:

n/a

Reference:

A. Hornakova, R. Henschel, B. Rosenhahn, P. Swoboda. Lifted Disjoint Paths with Application in Multiple Object Tracking. In ICML, 2020.

Last submitted:

January 29, 2020 (6 months ago)

Published:

June 26, 2020 at 09:34:41 CET

Submissions:

2

Open source:

Yes

Hardware:

2GHZ. 6 Cores

Runtime:

0.5 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1760.565.678.3637 (27.0)791 (33.6)14,966206,61963.496.00.81,189 (18.8)3,476 (54.8)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM48.358.176.8811683,25849.597.90.21019
MOT17-01-FRCNN47.758.177.38102463,11951.693.10.5724
MOT17-01-SDP47.857.876.99103463,00853.490.90.81031
MOT17-03-DPM73.370.177.982173,56024,27676.895.82.4160256
MOT17-03-FRCNN72.271.878.271172,66426,27774.996.71.8124250
MOT17-03-SDP78.277.377.592133,77818,87982.095.82.5132323
MOT17-06-DPM58.164.779.861771784,72859.997.50.128155
MOT17-06-FRCNN60.463.780.168612794,35863.096.40.232207
MOT17-06-SDP60.365.179.967643054,34563.196.10.333217
MOT17-07-DPM44.452.378.67211559,17645.798.00.360209
MOT17-07-FRCNN44.054.978.68202799,11046.196.50.663227
MOT17-07-SDP45.855.078.58182858,79347.996.60.671280
MOT17-08-DPM34.747.481.8183725413,50736.196.80.43244
MOT17-08-FRCNN31.943.381.7173738313,97333.994.90.63559
MOT17-08-SDP34.847.781.1183442913,28837.194.80.74869
MOT17-12-DPM48.362.381.81841354,43748.899.20.01152
MOT17-12-FRCNN47.358.081.81643374,52147.899.10.01134
MOT17-12-SDP47.360.781.518421584,39449.396.40.21453
MOT17-14-DPM36.148.877.1127726811,44938.196.30.491239
MOT17-14-FRCNN36.249.075.9167262911,06140.292.20.8108358
MOT17-14-SDP38.351.476.1156963010,66242.392.50.8109370

Raw data: