LPC_MOT: Learning a Proposal Classifier for Multiple Object Tracking

MOT16-01


Benchmark:

MOT20 | MOT17 | MOT16 |

Short name:

LPC_MOT

Detector:

Public

Description:

This approach is devised by Tsinghua University and AIBEE Inc.

Reference:

P. Dai, R. Weng, W. Choi, C. Zhang, Z. He, W. Ding. Learning a Proposal Classifier for Multiple Object tracking. In CVPR (Accepted), 2021.

Last submitted:

January 22, 2021 (7 months ago)

Published:

January 22, 2021 at 12:57:20 CET

Submissions:

1

Project page / code:

Open source:

Yes

Hardware:

GTX 1080 TI 20 cores

Runtime:

4.3 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1658.867.651.7207 (27.3)266 (35.0)6,16768,43262.594.956.447.660.280.150.576.781.31.0435 (7.0)628 (10.1)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0147.655.145.2810643,27148.998.054.537.556.980.838.877.880.70.11416
MOT16-0369.876.357.471193,23828,18773.095.960.055.262.781.458.777.181.22.2106161
MOT16-0655.157.846.270867414,37362.190.645.846.962.665.751.074.481.80.66588
MOT16-0743.854.541.58111,3257,76152.586.644.139.548.175.443.071.179.72.790155
MOT16-0842.954.845.817242059,31344.497.358.436.161.784.037.381.884.00.33248
MOT16-1249.262.348.820382313,96152.294.957.141.861.081.444.079.984.00.32228
MOT16-1434.945.432.6137836311,56637.495.037.428.639.378.329.775.480.10.5106132

Raw data: