eHAF17:

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

eHAF17

Detector:

Public

Description:

n/a

Reference:

H. Sheng, Y. Zhang, J. Chen, Z. Xiong, J. Zhang. Heterogeneous Association Graph Fusion for Target Association in Multiple Object Tracking. In IEEE Transactions on Circuits and Systems for Video Technology, 2018.

Last submitted:

December 28, 2017 (3 years ago)

Published:

September 01, 2018 at 05:40:26 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

4 GHz, 4 Core

Runtime:

0.7 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
MOT1751.854.743.477.0551 (23.4)893 (37.9)33,212236,77258.090.844.342.849.770.146.372.580.01.91,834 (31.6)2,739 (47.2)

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-DPM39.640.332.071.86113603,50745.689.133.031.139.657.733.665.675.90.82634
MOT17-01-FRCNN25.642.737.075.91061,9122,86255.665.238.935.546.363.945.853.778.24.22434
MOT17-01-SDP39.648.339.374.21151,8292,03768.470.738.440.747.259.453.154.977.64.13047
MOT17-03-DPM54.555.742.675.741248,22239,12262.688.941.044.645.869.649.269.879.05.5255389
MOT17-03-FRCNN60.358.745.877.542262,26639,14262.696.744.547.647.775.350.177.380.71.5187256
MOT17-03-SDP77.468.255.178.685132,13121,33479.697.550.460.555.870.864.078.481.31.4226350
MOT17-06-DPM47.056.242.874.7441135925,59352.591.348.638.056.867.740.670.678.10.55894
MOT17-06-FRCNN52.456.545.679.064828924,64660.688.945.945.559.563.649.973.281.40.771118
MOT17-06-SDP54.559.446.277.882811,1394,14664.887.046.046.661.160.652.270.180.51.073101
MOT17-07-DPM40.346.134.874.79267529,26145.291.036.833.239.971.135.170.877.81.568109
MOT17-07-FRCNN35.242.433.974.86171,6529,18145.782.435.433.239.764.436.666.177.93.3112201
MOT17-07-SDP49.350.639.277.314151,1057,36856.489.637.241.642.665.045.271.880.02.286117
MOT17-08-DPM27.238.633.079.615361,52013,76334.882.940.726.947.267.829.169.481.22.49178
MOT17-08-FRCNN26.234.130.778.511371,11914,40931.885.738.524.647.464.126.270.781.11.86282
MOT17-08-SDP32.938.333.478.8163399613,04538.289.038.429.443.568.131.372.881.21.6130150
MOT17-12-DPM43.856.042.877.317405444,30050.488.949.637.053.771.240.170.879.70.62636
MOT17-12-FRCNN40.053.240.878.413435454,63746.588.147.435.355.171.438.172.381.00.61628
MOT17-12-SDP45.259.646.279.421396824,04553.387.153.839.961.572.443.971.882.10.82027
MOT17-14-DPM26.039.330.375.91210366112,98629.789.341.222.444.173.023.570.478.90.92851
MOT17-14-FRCNN21.937.529.471.611772,66411,63337.172.033.526.338.759.529.757.674.93.6133242
MOT17-14-SDP37.848.536.773.421661,6299,75547.284.341.732.646.369.136.164.577.32.2112195

Raw data: