Single Object Tracker and Detections by Markov Clustering


Short name:

SOTD_MC

Benchmark:

Description:

n/a

Hardware:

E5-2650, 2.20GHz, 1 Core, Tesla P40

Detector:

Public

Processing:

Online

Last submitted:

April 19, 2019 (7 months ago)

Published:

June 18, 2019 at 03:40:42 CET

Submissions:

1

Open source:

No

Project page / code:

n/a

Reference:

Anonymous submission

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
48.476.31.919.4 % 35.9 % 33,525255,0912,5314,944E5-2650, 2.20GHz, 1 Core, Tesla P40Public
IDF1ID PrecisionID Recall
45.560.236.5

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM29.427.673.00.22420.8 % 50.0 % 884,4482050
MOT17-03-DPM48.941.375.83.414818.9 % 20.9 % 5,15348,042287518
MOT17-06-DPM44.945.474.20.222214.0 % 49.5 % 2006,22276140
MOT17-07-DPM38.735.574.41.1608.3 % 40.0 % 5449,73977143
MOT17-08-DPM25.428.079.70.5767.9 % 52.6 % 31015,37078106
MOT17-12-DPM40.846.077.40.49111.0 % 50.5 % 3174,7843052
MOT17-14-DPM21.321.575.10.41643.0 % 65.9 % 32014,1794491
MOT17-01-FRCNN19.536.773.84.42425.0 % 25.0 % 1,9753,1952367
MOT17-03-FRCNN58.052.576.82.014825.0 % 16.9 % 3,05940,659226455
MOT17-06-FRCNN55.552.175.70.722229.7 % 27.0 % 8164,313119235
MOT17-07-FRCNN30.035.574.05.26010.0 % 23.3 % 2,6239,034167357
MOT17-08-FRCNN21.027.276.61.9766.6 % 51.3 % 1,19315,42678120
MOT17-12-FRCNN32.548.176.01.39114.3 % 48.4 % 1,1864,6312958
MOT17-14-FRCNN15.430.870.75.31646.1 % 42.7 % 4,00011,389247520
MOT17-01-SDP26.236.473.75.32433.3 % 16.7 % 2,3732,33252129
MOT17-03-SDP75.960.578.01.314854.7 % 9.5 % 1,98222,877333752
MOT17-06-SDP56.651.275.50.722234.2 % 28.8 % 8954,101122200
MOT17-07-SDP47.240.575.63.46026.7 % 23.3 % 1,7187,073134272
MOT17-08-SDP30.530.877.61.47613.2 % 43.4 % 89213,647149221
MOT17-12-SDP40.351.077.41.29122.0 % 38.5 % 1,0574,0714370
MOT17-14-SDP31.936.672.13.81647.9 % 31.7 % 2,8249,559197388

Raw data:

n/a


IUD
SOTD_MC