Fair: A simple baseline for multi-object tracking

MOT16-01


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 (7 months 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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1669.372.380.2306 (40.3)127 (16.7)13,50141,65377.291.22.3815 (10.6)2,399 (31.1)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT16-0162.664.481.71141692,19365.796.10.431104
MOT16-0378.780.081.3113117,95714,19386.491.95.3149614
MOT16-0662.965.780.476524393,71167.894.70.4130254
MOT16-0765.162.479.72011,3484,21674.290.02.7131360
MOT16-0849.151.478.12071,4406,91058.787.22.3169399
MOT16-1257.069.578.929111,0172,52869.585.01.124156
MOT16-1450.158.873.837411,1317,90257.290.31.5181512

Raw data: