LSST17O: using Long term and Short term cues with Switcher-aware Tracker (Online) for MOT17

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

LSST17O

Detector:

Public

Description:

n/a

Reference:

Multi-Object Tracking with Multiple Cues and Switcher-Aware Classification

Last submitted:

November 02, 2018 (1 year ago)

Published:

January 18, 2019 at 10:02:21 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

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

Runtime:

1.8 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1752.757.976.2421 (17.9)863 (36.6)22,512241,93657.193.51.32,167 (37.9)7,443 (130.3)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM39.545.971.25101303,74442.095.40.32894
MOT17-01-FRCNN43.348.576.5684653,17950.787.61.01369
MOT17-01-SDP49.657.874.7867152,50161.284.71.632129
MOT17-03-DPM58.361.474.743195,38238,06463.692.53.6251933
MOT17-03-FRCNN62.363.877.849241,63937,70164.097.61.1172526
MOT17-03-SDP77.972.778.084121,93820,95780.097.71.3201802
MOT17-06-DPM39.248.969.8251037876,27646.787.50.7102424
MOT17-06-FRCNN49.557.073.438698005,06057.189.40.796320
MOT17-06-SDP51.857.571.753688694,69160.289.10.7117389
MOT17-07-DPM40.147.172.86237829,23145.490.71.6103389
MOT17-07-FRCNN35.641.774.85191,1589,59543.286.32.3124372
MOT17-07-SDP47.648.675.711151,0367,69854.489.92.1119416
MOT17-08-DPM28.237.777.893470314,34832.190.61.1106256
MOT17-08-FRCNN25.336.279.973965715,06428.790.21.163157
MOT17-08-SDP32.238.578.7103557913,59035.792.90.9153324
MOT17-12-DPM28.242.075.18594785,70234.286.10.541151
MOT17-12-FRCNN31.243.976.57533475,59035.589.90.426146
MOT17-12-SDP37.953.677.315475094,84344.188.30.630170
MOT17-14-DPM29.243.174.1108658512,42832.891.20.882375
MOT17-14-FRCNN27.841.371.79761,31411,86335.883.41.8168483
MOT17-14-SDP37.352.473.413581,6399,81146.984.12.2140518

Raw data: