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 (2 years 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 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1752.757.944.376.2421 (17.9)863 (36.6)22,512241,93657.193.546.742.450.773.245.173.879.51.32,167 (37.9)7,443 (130.3)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM39.545.933.471.25101303,74442.095.437.629.642.064.730.870.175.90.32894
MOT17-01-FRCNN43.348.539.176.5684653,17950.787.641.337.046.373.240.569.879.81.01369
MOT17-01-SDP49.657.843.274.7867152,50161.284.744.542.149.373.247.665.978.31.632129
MOT17-03-DPM58.361.445.374.743195,38238,06463.692.544.846.247.973.049.672.078.33.6251933
MOT17-03-FRCNN62.363.848.977.849241,63937,70164.097.649.348.952.376.351.278.180.91.1172526
MOT17-03-SDP77.972.757.078.084121,93820,95780.097.753.760.758.273.964.078.281.01.3201802
MOT17-06-DPM39.248.936.169.8251037876,27646.787.540.532.951.959.935.265.874.70.7102424
MOT17-06-FRCNN49.557.042.373.438698005,06057.189.443.841.355.660.844.569.677.20.796320
MOT17-06-SDP51.857.542.271.753688694,69160.289.143.141.856.058.145.567.376.10.7117389
MOT17-07-DPM40.147.133.972.86237829,23145.490.735.632.638.270.434.669.276.71.6103389
MOT17-07-FRCNN35.641.732.974.85191,1589,59543.286.335.131.638.169.234.168.277.82.3124372
MOT17-07-SDP47.648.638.075.711151,0367,69854.489.936.739.839.970.243.071.078.92.1119416
MOT17-08-DPM28.237.730.377.893470314,34832.190.637.224.840.172.326.073.580.81.1106256
MOT17-08-FRCNN25.336.231.479.973965715,06428.790.243.722.746.477.223.774.782.21.163157
MOT17-08-SDP32.238.531.978.7103557913,59035.792.937.427.640.973.828.975.381.40.9153324
MOT17-12-DPM28.242.031.975.18594785,70234.286.140.225.342.073.827.067.978.30.541151
MOT17-12-FRCNN31.243.934.276.57533475,59035.589.943.626.947.373.328.471.979.90.426146
MOT17-12-SDP37.953.640.277.315475094,84344.188.349.333.052.277.335.571.080.30.630170
MOT17-14-DPM29.243.129.774.1108658512,42832.891.236.924.039.372.125.170.077.70.882375
MOT17-14-FRCNN27.841.329.771.79761,31411,86335.883.435.125.538.465.827.464.075.51.8168483
MOT17-14-SDP37.352.436.873.413581,6399,81146.984.142.032.545.271.236.064.477.22.2140518

Raw data: