Multiple Object Tracking with Attention to Motion, Appearance, Structure and Size

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:

MASS

Benchmark:

Description:

n/a

Hardware:

Core i7-6700HQ CPU, 2.60GHz × 8 (1 core used)

Detector:

Public

Processing:

Online

Last submitted:

new April 16, 2019 (3 days ago)

Published:

April 04, 2019 at 12:28:45 CET

Submissions:

3

Open source:

No

Project page / code:

n/a

Reference:

Anonymous submission

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
46.976.11.416.9 % 36.3 % 25,733269,1164,47811,994Core i7-6700HQ CPU, 2.60GHz × 8 (1 core used)Public
IDF1ID PrecisionID Recall
46.063.436.1

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM25.230.472.00.2248.3 % 50.0 % 1074,66455169
MOT17-03-DPM45.141.174.72.514813.5 % 23.6 % 3,76953,0566022,270
MOT17-06-DPM43.044.572.50.22229.5 % 49.5 % 1836,433106376
MOT17-07-DPM32.935.873.30.7606.7 % 50.0 % 36510,841128638
MOT17-08-DPM24.227.578.60.4767.9 % 55.3 % 27015,625123275
MOT17-12-DPM38.549.976.20.4919.9 % 51.6 % 3374,94841139
MOT17-14-DPM19.127.172.90.81643.0 % 64.6 % 63214,192133460
MOT17-01-FRCNN24.935.076.23.52425.0 % 29.2 % 1,5893,2153978
MOT17-03-FRCNN58.051.477.61.314825.7 % 16.9 % 1,98841,658347869
MOT17-06-FRCNN54.657.477.70.522224.8 % 25.2 % 5934,599161339
MOT17-07-FRCNN32.538.174.53.46011.7 % 25.0 % 1,6919,461254566
MOT17-08-FRCNN22.128.779.41.6769.2 % 50.0 % 1,00015,341108185
MOT17-12-FRCNN36.049.477.90.99115.4 % 42.9 % 8204,68143122
MOT17-14-FRCNN15.732.971.04.61646.7 % 42.7 % 3,42511,656500833
MOT17-01-SDP35.835.573.33.02429.2 % 16.7 % 1,3482,675118251
MOT17-03-SDP73.659.277.11.014847.3 % 8.8 % 1,49225,5196361,893
MOT17-06-SDP55.961.374.90.622229.7 % 29.7 % 7444,298157340
MOT17-07-SDP45.143.474.92.36020.0 % 25.0 % 1,1277,934209668
MOT17-08-SDP28.630.877.81.27613.2 % 46.1 % 77914,044261465
MOT17-12-SDP40.354.878.11.09120.9 % 40.7 % 9324,17569176
MOT17-14-SDP29.540.171.53.41646.1 % 32.9 % 2,54210,101388882

Raw data:

n/a


MASS
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