FM_OCSORT: OC-SORT with FairMOT detections

HT21-11


Benchmark:

Short name:

FM_OCSORT

Description:

Reference:

J. Cao, X. Weng, R. Khirodkar, J. Pang, K. Kitani. Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking. In , 2022.

Last submitted:

March 25, 2022 (4 months ago)

Published:

March 28, 2022 at 06:26:24 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

i9@3.0GHZ

Runtime:

17.7 Hz

Benchmark performance:

Sequence MOTA IDF1 IDEucl HOTA MT ML FP FN Rcll Prcn DetPr DetRe ID Sw. Frag
Head Tracking 2167.962.962.144.11,269 (54.2)221 (9.4)102,050164,09080.586.960.255.84,243 (0.0)10,122 (0.0)

Detailed performance:

Sequence MOTA IDF1 IDEucl HOTA MT ML FP FN Rcll Prcn DetPr DetRe ID Sw. Frag
HT21-1182.775.371.351.28671,2473,86787.295.566.460.6106265
HT21-1277.175.679.150.15412128,89942,25786.590.461.058.45602,151
HT21-1354.542.437.530.723410532,30364,75270.382.656.147.82,3084,698
HT21-1470.364.360.046.72614715,47539,08979.090.566.658.28251,922
HT21-1558.859.562.542.31474124,12614,12584.976.853.459.14441,086

Raw data: