Fair: A simple baseline for multi-object tracking

MOT17-01-DPM


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:

August 05, 2020 (5 months ago)

Published:

May 16, 2020 at 05:54:13 CET

Submissions:

4

Project page / code:

Open source:

Yes

Hardware:

RTX2080ti

Runtime:

25.9 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1773.772.381.31,017 (43.2)408 (17.3)27,507117,47779.294.21.53,303 (41.7)8,073 (102.0)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM58.159.081.51053832,28964.591.60.931108
MOT17-01-FRCNN58.159.081.51053832,28964.591.60.931108
MOT17-01-SDP58.159.081.51053832,28964.591.60.931108
MOT17-03-DPM89.381.382.513104,0376,95393.496.02.7211676
MOT17-03-FRCNN89.381.382.513104,0376,95393.496.02.7211676
MOT17-03-SDP89.381.382.513104,0376,95393.496.02.7211676
MOT17-06-DPM64.165.980.389415263,53370.094.00.4176269
MOT17-06-FRCNN64.165.980.389415263,53370.094.00.4176269
MOT17-06-SDP64.165.980.389415263,53370.094.00.4176269
MOT17-07-DPM64.564.280.22231,0504,83271.492.02.1122426
MOT17-07-FRCNN64.564.280.22231,0504,83271.492.02.1122426
MOT17-07-SDP64.564.280.22231,0504,83271.492.02.1122426
MOT17-08-DPM42.242.079.9172277611,19147.092.81.2237462
MOT17-08-FRCNN42.242.079.9172277611,19147.092.81.2237462
MOT17-08-SDP42.242.079.9172277611,19147.092.81.2237462
MOT17-12-DPM56.768.680.127205943,13563.890.30.724178
MOT17-12-FRCNN56.768.680.127205943,13563.890.30.724178
MOT17-12-SDP56.768.680.127205943,13563.890.30.724178
MOT17-14-DPM49.562.374.743451,8037,22660.986.22.4300572
MOT17-14-FRCNN49.562.374.743451,8037,22660.986.22.4300572
MOT17-14-SDP49.562.374.743451,8037,22660.986.22.4300572

Raw data: