using Long term and Short term cues with Switcher-aware Tracker (Online) for MOT17

MOT17-01-DPM MOT17-03-DPM MOT17-06-DPM MOT17-07-DPM MOT17-08-DPM MOT17-12-DPM MOT17-14-DPM MOT17-01-FRCNN MOT17-03-FRCNN MOT17-06-FRCNN

Short name:

LSST17O

Benchmark:

Description:

n/a

Hardware:

i7 7700K,3.60GHz,1Core,GTX 1060

Detector:

Public

Processing:

Online

Last submitted:

November 02, 2018 (3 months ago)

Published:

January 18, 2019 at 10:02:21 CET

Submissions:

3

Open source:

No

Project page / code:

n/a

Reference:

Anonymous submission

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
52.776.21.317.9 % 36.6 % 22,512241,9362,1677,443i7 7700K,3.60GHz,1Core,GTX 1060Public
IDF1ID PrecisionID Recall
57.976.346.6

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM39.545.971.20.32420.8 % 41.7 % 1303,7442894
MOT17-03-DPM58.361.474.73.614829.1 % 12.8 % 5,38238,064251933
MOT17-06-DPM39.248.969.80.722211.3 % 46.4 % 7876,276102424
MOT17-07-DPM40.147.172.81.66010.0 % 38.3 % 7829,231103389
MOT17-08-DPM28.237.777.81.17611.8 % 44.7 % 70314,348106256
MOT17-12-DPM28.242.075.10.5918.8 % 64.8 % 4785,70241151
MOT17-14-DPM29.243.174.10.81646.1 % 52.4 % 58512,42882375
MOT17-01-FRCNN43.348.576.51.02425.0 % 33.3 % 4653,1791369
MOT17-03-FRCNN62.363.877.81.114833.1 % 16.2 % 1,63937,701172526
MOT17-06-FRCNN49.557.073.40.722217.1 % 31.1 % 8005,06096320
MOT17-07-FRCNN35.641.774.82.3608.3 % 31.7 % 1,1589,595124372
MOT17-08-FRCNN25.336.279.91.1769.2 % 51.3 % 65715,06463157
MOT17-12-FRCNN31.243.976.50.4917.7 % 58.2 % 3475,59026146
MOT17-14-FRCNN27.841.371.71.81645.5 % 46.3 % 1,31411,863168483
MOT17-01-SDP49.657.874.71.62433.3 % 25.0 % 7152,50132129
MOT17-03-SDP77.972.778.01.314856.8 % 8.1 % 1,93820,957201802
MOT17-06-SDP51.857.571.70.722223.9 % 30.6 % 8694,691117389
MOT17-07-SDP47.648.675.72.16018.3 % 25.0 % 1,0367,698119416
MOT17-08-SDP32.238.578.70.97613.2 % 46.1 % 57913,590153324
MOT17-12-SDP37.953.677.30.69116.5 % 51.6 % 5094,84330170
MOT17-14-SDP37.352.473.42.21647.9 % 35.4 % 1,6399,811140518

Raw data:

n/a


LSST17O