Consistent Online Multi-object Tracking

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:

COMOT

Benchmark:

Description:

n/a

Hardware:

Intel Xeon E5 V3

Detector:

Public

Processing:

Online

Last submitted:

June 01, 2018 (6 months ago)

Published:

May 20, 2018 at 09:39:39 CET

Submissions:

2

Open source:

No

Project page / code:

n/a

Reference:

Anonymous submission

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
46.476.91.214.8 % 42.2 % 20,752279,8162,0694,606Intel Xeon E5 V3Public
IDF1ID PrecisionID Recall
48.569.137.4

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM23.729.473.10.1248.3 % 58.3 % 404,8612133
MOT17-03-DPM42.336.376.51.414810.8 % 29.1 % 2,14857,805416589
MOT17-06-DPM33.142.674.00.32224.1 % 62.6 % 3217,50162117
MOT17-07-DPM29.033.474.20.4606.7 % 61.7 % 21811,71261132
MOT17-08-DPM23.828.180.30.2769.2 % 57.9 % 11515,9216684
MOT17-12-DPM37.951.076.60.1919.9 % 57.1 % 1175,2472146
MOT17-14-DPM13.318.075.00.21640.6 % 79.9 % 14015,83057103
MOT17-01-FRCNN30.939.076.52.82425.0 % 41.7 % 1,2433,1991447
MOT17-03-FRCNN57.956.277.71.214825.0 % 17.6 % 1,77342,116183479
MOT17-06-FRCNN44.153.276.81.122215.8 % 30.6 % 1,3005,182104226
MOT17-07-FRCNN32.739.674.32.4605.0 % 30.0 % 1,20810,048118261
MOT17-08-FRCNN23.434.379.81.27610.5 % 51.3 % 72815,4124795
MOT17-12-FRCNN35.850.577.70.59112.1 % 52.7 % 4485,0971730
MOT17-14-FRCNN20.334.772.02.51644.3 % 52.4 % 1,90012,697135305
MOT17-01-SDP44.249.474.02.22433.3 % 20.8 % 1,0032,55836111
MOT17-03-SDP75.467.277.91.114852.0 % 9.5 % 1,66323,864230763
MOT17-06-SDP48.154.674.81.322227.5 % 30.6 % 1,5244,475118239
MOT17-07-SDP45.748.274.72.56016.7 % 26.7 % 1,2517,821105274
MOT17-08-SDP31.837.478.41.27617.1 % 43.4 % 74413,557112226
MOT17-12-SDP40.553.778.00.99116.5 % 45.1 % 7724,3612853
MOT17-14-SDP30.946.072.62.81645.5 % 37.2 % 2,09610,552118393

Raw data:

n/a


COMOT