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 (2 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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1751.854.777.0551 (23.4)893 (37.9)33,212236,77258.090.81.91,834 (31.6)2,739 (47.2)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM39.640.371.86113603,50745.689.10.82634
MOT17-01-FRCNN25.642.775.91061,9122,86255.665.24.22434
MOT17-01-SDP39.648.374.21151,8292,03768.470.74.13047
MOT17-03-DPM54.555.775.741248,22239,12262.688.95.5255389
MOT17-03-FRCNN60.358.777.542262,26639,14262.696.71.5187256
MOT17-03-SDP77.468.278.685132,13121,33479.697.51.4226350
MOT17-06-DPM47.056.274.7441135925,59352.591.30.55894
MOT17-06-FRCNN52.456.579.064828924,64660.688.90.771118
MOT17-06-SDP54.559.477.882811,1394,14664.887.01.073101
MOT17-07-DPM40.346.174.79267529,26145.291.01.568109
MOT17-07-FRCNN35.242.474.86171,6529,18145.782.43.3112201
MOT17-07-SDP49.350.677.314151,1057,36856.489.62.286117
MOT17-08-DPM27.238.679.615361,52013,76334.882.92.49178
MOT17-08-FRCNN26.234.178.511371,11914,40931.885.71.86282
MOT17-08-SDP32.938.378.8163399613,04538.289.01.6130150
MOT17-12-DPM43.856.077.317405444,30050.488.90.62636
MOT17-12-FRCNN40.053.278.413435454,63746.588.10.61628
MOT17-12-SDP45.259.679.421396824,04553.387.10.82027
MOT17-14-DPM26.039.375.91210366112,98629.789.30.92851
MOT17-14-FRCNN21.937.571.611772,66411,63337.172.03.6133242
MOT17-14-SDP37.848.573.421661,6299,75547.284.32.2112195

Raw data: