using Long term and Short term cues with Switcher-aware Tracker (Batch) for MOT17

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:

LSST17

Benchmark:

Description:

n/a

Hardware:

i7 7700K,3.60GHz,1Core,GTX 1060

Detector:

Public

Processing:

Batch

Last submitted:

November 14, 2018 (7 months ago)

Published:

January 18, 2019 at 10:00:42 CET

Submissions:

1

Open source:

No

Project page / code:

n/a

Reference:

Multi-Object Tracking with Multiple Cues and Switcher-Aware Classification

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
54.775.91.520.4 % 40.1 % 26,091228,4341,2433,726i7 7700K,3.60GHz,1Core,GTX 1060Public
IDF1ID PrecisionID Recall
62.379.751.1

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM46.459.170.50.42429.2 % 41.7 % 1623,288627
MOT17-03-DPM61.266.274.34.614836.5 % 12.2 % 6,83233,575162341
MOT17-06-DPM39.145.969.80.622210.4 % 52.7 % 6986,43450235
MOT17-07-DPM41.255.072.81.46010.0 % 40.0 % 7239,13570250
MOT17-08-DPM32.444.076.71.77621.1 % 39.5 % 1,05413,1715076
MOT17-12-DPM28.746.275.20.4917.7 % 72.5 % 3525,820866
MOT17-14-DPM30.144.974.00.61646.1 % 53.7 % 47812,40430183
MOT17-01-FRCNN46.363.076.21.42437.5 % 33.3 % 6132,846727
MOT17-03-FRCNN63.868.777.51.614835.8 % 16.2 % 2,36335,447134276
MOT17-06-FRCNN48.151.973.30.722218.9 % 41.4 % 7905,28150199
MOT17-07-FRCNN35.847.174.82.36010.0 % 35.0 % 1,1609,60780265
MOT17-08-FRCNN29.742.778.91.37618.4 % 50.0 % 81014,0073656
MOT17-12-FRCNN31.747.076.50.3916.6 % 64.8 % 2695,642865
MOT17-14-FRCNN28.341.871.51.71644.9 % 48.2 % 1,27511,89687307
MOT17-01-SDP52.968.174.02.42454.2 % 25.0 % 1,0751,9461445
MOT17-03-SDP79.576.177.81.814860.1 % 8.1 % 2,74618,555158378
MOT17-06-SDP51.054.471.60.722225.2 % 39.6 % 8334,85980246
MOT17-07-SDP48.556.575.62.06023.3 % 26.7 % 1,0177,59976246
MOT17-08-SDP37.748.077.91.57625.0 % 38.2 % 95312,1336594
MOT17-12-SDP38.156.577.50.59113.2 % 60.4 % 4174,9341579
MOT17-14-SDP38.454.273.42.01649.8 % 39.0 % 1,4719,85557265

Raw data:

n/a


LSST17