MPTC: Multi-Pedestrian Tracking with Clusters

MOT16-07


Benchmark:

MOT17 | MOT20 | MOT16 |

Short name:

MPTC

Detector:

Public

Description:

Reference:

D. Stadler, J. Beyerer. Multi-Pedestrian Tracking with Clusters. In 2021 17th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2021.

Last submitted:

January 12, 2021 (1 year ago)

Published:

January 06, 2022 at 09:13:32 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

Nvidia Tesla V100

Runtime:

1.2 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1662.965.151.1195 (25.7)240 (31.6)3,36163,56565.197.251.550.955.775.453.579.882.70.6685 (10.5)1,716 (26.3)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0144.954.543.9710383,46345.898.752.736.755.081.037.781.383.00.12495
MOT16-0375.172.856.981151,84323,88877.297.854.260.158.176.063.380.282.61.2252500
MOT16-0654.860.447.451872404,90457.596.550.045.160.468.247.479.583.00.276200
MOT16-0754.155.943.411102877,12156.497.043.443.746.474.745.878.882.10.689292
MOT16-0841.546.939.412213189,37844.095.943.635.947.375.937.381.484.60.598209
MOT16-1253.359.448.419271823,66355.896.252.544.757.974.647.080.984.40.23094
MOT16-1436.647.033.9147045311,14839.794.238.430.041.970.731.574.780.40.6116326

Raw data: