ByteTrack: ByteTrack: Multi-Object Tracking by Associating Every Detection Box

MOT20-04


Benchmark:

MOT16 | MOT17 | MOT20 |

Short name:

ByteTrack

Detector:

Private

Description:

Reference:

Y. Zhang, P. Sun, Y. Jiang, D. Yu, Z. Yuan, P. Luo, W. Liu, X. Wang. ByteTrack: Multi-Object Tracking by Associating Every Detection Box. In arXiv preprint arXiv:2110.06864, 2021.

Last submitted:

September 17, 2021 (2 months ago)

Published:

October 14, 2021 at 03:02:37 CET

Submissions:

1

Open source:

Yes

Hardware:

v100

Runtime:

17.5 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT2077.875.261.3859 (69.2)118 (9.5)26,24987,59483.194.259.663.466.274.669.178.483.65.91,223 (0.0)1,460 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT20-0487.484.468.45541811,78722,39191.895.565.971.072.877.576.980.084.05.7292382
MOT20-0666.163.351.7143616,56238,02771.493.549.654.056.069.658.777.082.96.5462524
MOT20-0782.473.864.18931,8013,88488.394.259.669.364.576.375.780.885.33.1125137
MOT20-0861.660.248.173366,09923,29269.989.946.050.552.768.056.372.481.67.6344417

Raw data: