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:

eHAF17

Benchmark:

Description:

n/a

Hardware:

4 GHz, 4 Core

Detector:

Public

Processing:

Batch

Last submitted:

December 28, 2017 (11 months ago)

Published:

September 01, 2018 at 05:40:26 CET

Submissions:

1

Open source:

No

Project page / code:

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.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
51.877.01.923.4 % 37.9 % 33,212236,7721,8342,7394 GHz, 4 CorePublic
IDF1ID PrecisionID Recall
54.770.244.8

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM39.640.371.80.82425.0 % 45.8 % 3603,5072634
MOT17-03-DPM54.555.775.75.514827.7 % 16.2 % 8,22239,122255389
MOT17-06-DPM47.056.274.70.522219.8 % 50.9 % 5925,5935894
MOT17-07-DPM40.346.174.71.56015.0 % 43.3 % 7529,26168109
MOT17-08-DPM27.238.679.62.47619.7 % 47.4 % 1,52013,7639178
MOT17-12-DPM43.856.077.30.69118.7 % 44.0 % 5444,3002636
MOT17-14-DPM26.039.375.90.91647.3 % 62.8 % 66112,9862851
MOT17-01-FRCNN25.642.775.94.22441.7 % 25.0 % 1,9122,8622434
MOT17-03-FRCNN60.358.777.51.514828.4 % 17.6 % 2,26639,142187256
MOT17-06-FRCNN52.456.579.00.722228.8 % 36.9 % 8924,64671118
MOT17-07-FRCNN35.242.474.83.36010.0 % 28.3 % 1,6529,181112201
MOT17-08-FRCNN26.234.178.51.87614.5 % 48.7 % 1,11914,4096282
MOT17-12-FRCNN40.053.278.40.69114.3 % 47.3 % 5454,6371628
MOT17-14-FRCNN21.937.571.63.61646.7 % 47.0 % 2,66411,633133242
MOT17-01-SDP39.648.374.24.12445.8 % 20.8 % 1,8292,0373047
MOT17-03-SDP77.468.278.61.414857.4 % 8.8 % 2,13121,334226350
MOT17-06-SDP54.559.477.81.022236.9 % 36.5 % 1,1394,14673101
MOT17-07-SDP49.350.677.32.26023.3 % 25.0 % 1,1057,36886117
MOT17-08-SDP32.938.378.81.67621.1 % 43.4 % 99613,045130150
MOT17-12-SDP45.259.679.40.89123.1 % 42.9 % 6824,0452027
MOT17-14-SDP37.848.573.42.216412.8 % 40.2 % 1,6299,755112195

Raw data:

n/a


eHAF17