Fair: A simple baseline for multi-object tracking


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Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Benchmark:

Short name:

Fair

Detector:

Private

Description:

n/a

Reference:

Y. Zhang, C. Wang, X. Wang, W. Zeng, W. Liu. FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking. In arXiv preprint arXiv:2004.01888, 2020.

Last submitted:

June 18, 2020 (4 years ago)

Published:

March 02, 2020 at 03:05:09 CET

Submissions:

4

Project page / code:

Open source:

Yes

Hardware:

RTX2080ti

Runtime:

26.0 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1669.372.358.3306 (40.3)127 (16.7)13,50141,65377.291.258.058.864.075.164.576.382.42.3815 (10.6)2,399 (31.1)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0162.664.452.21141692,19365.796.153.151.558.280.254.679.883.90.431104
MOT16-0378.780.065.4113117,95714,19386.491.963.567.669.677.373.878.583.05.3149614
MOT16-0662.965.752.076524393,71167.894.752.152.161.171.555.978.083.00.4130254
MOT16-0765.162.449.32011,3484,21674.290.045.453.950.269.860.473.282.22.7131360
MOT16-0849.151.441.52071,4406,91058.787.240.443.046.363.447.670.880.62.3169399
MOT16-1257.069.552.629111,0172,52869.585.057.048.963.873.056.469.081.71.124156
MOT16-1450.158.841.837411,1317,90257.290.344.639.848.273.043.568.678.11.5181512

Raw data: