MLT: Multiplex Labeling Tracking

MOT20-04


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:

November 07, 2020 (5 months ago)

Published:

November 07, 2020 at 10:32:47 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

i7 9700k

Runtime:

3.7 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
MOT2048.954.643.278.0384 (30.9)274 (22.1)45,660216,80358.186.844.142.746.578.247.370.780.610.22,187 (37.6)3,067 (52.8)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT20-0469.062.050.180.7286666,76276,88571.996.744.656.546.581.459.680.183.03.31,2501,389
MOT20-0627.046.034.972.44310420,12176,25242.673.742.029.345.269.933.658.275.820.0495887
MOT20-0753.560.546.276.939191,77713,47159.391.749.443.553.075.147.172.980.23.0146188
MOT20-0812.937.128.470.4168517,00050,19535.261.635.822.739.664.127.448.074.121.1296603

Raw data: