semi-online multi-object tracking by re-identification

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:

SemiOMOT

Benchmark:

Description:

n/a

Hardware:

2.8 GHz, 6 Core, NVIDIA GTX 1080

Detector:

Public

Processing:

Batch

Last submitted:

July 10, 2018 (4 months ago)

Published:

August 07, 2018 at 18:07:37 CET

Submissions:

4

Open source:

No

Project page / code:

n/a

Reference:

Anonymous submission

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
52.476.31.322.6 % 34.6 % 23,660242,9532,0703,1702.8 GHz, 6 Core, NVIDIA GTX 1080Public
IDF1ID PrecisionID Recall
51.067.341.1

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM39.134.771.40.32412.5 % 41.7 % 1213,7812736
MOT17-03-DPM53.446.974.34.414825.7 % 16.9 % 6,54941,837343517
MOT17-06-DPM49.757.272.70.422222.5 % 44.1 % 5275,32471119
MOT17-07-DPM44.245.674.11.36011.7 % 38.3 % 6478,6988199
MOT17-08-DPM28.732.578.80.97611.8 % 46.1 % 55714,407103111
MOT17-12-DPM42.055.677.00.79116.5 % 44.0 % 6544,3413242
MOT17-14-DPM30.539.974.10.51646.1 % 53.0 % 34712,4464472
MOT17-01-FRCNN44.048.077.30.92429.2 % 41.7 % 4133,1901122
MOT17-03-FRCNN60.556.377.41.114827.0 % 16.2 % 1,60139,592205288
MOT17-06-FRCNN56.163.377.00.922232.0 % 28.4 % 1,0574,04278152
MOT17-07-FRCNN38.342.975.22.26010.0 % 25.0 % 1,1169,194120191
MOT17-08-FRCNN25.731.679.70.67610.5 % 50.0 % 38215,2486888
MOT17-12-FRCNN40.553.279.30.69112.1 % 46.2 % 5054,6262642
MOT17-14-FRCNN25.338.871.92.71646.1 % 47.0 % 1,99511,689129262
MOT17-01-SDP51.648.374.91.62437.5 % 16.7 % 7132,3763448
MOT17-03-SDP75.661.177.31.114852.0 % 8.8 % 1,59823,703284443
MOT17-06-SDP58.664.875.40.822243.2 % 30.2 % 9613,84083145
MOT17-07-SDP52.048.177.01.36026.7 % 23.3 % 6617,37480120
MOT17-08-SDP32.735.179.50.97614.5 % 43.4 % 56913,536120144
MOT17-12-SDP44.456.180.10.79123.1 % 41.8 % 6484,1393442
MOT17-14-SDP36.748.373.72.716411.0 % 36.6 % 2,0399,57097187

Raw data:

n/a


SemiOMOT