MLT: Multiplex Labeling Tracking

MOT16-07


Benchmark:

MOT16 | MOT20 |

Short name:

MLT

Detector:

Private

Description:

Multiplex Labeling Graph for Near Online Tracking in Crowded Scenes
(MOT17 used the private detections from FairMOT)

Reference:

Y. Zhang, H. Sheng, Y. Wu, S. Wang, W. Ke, Z. Xiong. Multiplex Labeling Graph for Near Online Tracking in Crowded Scenes. In IEEE Internet of Things Journal, 2020.

Last submitted:

February 08, 2020 (1 year ago)

Published:

February 08, 2020 at 08:00:09 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

i7-9700k, 2080Ti

Runtime:

5.9 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1652.862.646.676.1160 (21.1)322 (42.4)5,36280,44455.995.052.042.055.278.144.175.079.40.9299 (5.4)702 (12.6)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0146.962.146.272.18101533,24049.395.459.835.763.074.037.171.876.40.3231
MOT16-0360.467.549.776.146242,71938,51663.296.052.347.654.979.249.975.979.51.8137350
MOT16-0650.361.046.075.3521124325,26454.493.653.439.964.368.742.372.878.80.43767
MOT16-0746.353.740.274.98176458,07850.592.743.637.446.376.939.572.578.21.350116
MOT16-0842.556.845.378.817229048,68248.189.956.136.759.778.839.373.681.21.44355
MOT16-1247.161.946.177.018383424,03951.392.655.238.559.475.340.973.779.90.4826
MOT16-1430.745.032.375.8119916712,62531.797.243.624.145.478.524.775.979.40.22257

Raw data: