LSST17: using Long term and Short term cues with Switcher-aware Tracker (Batch) for MOT17

MOT17-08-DPM


Benchmark:

MOT17 |

Short name:

LSST17

Detector:

Public

Description:

n/a

Reference:

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

Last submitted:

November 14, 2018 (2 years ago)

Published:

January 18, 2019 at 10:00:42 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

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

Runtime:

1.5 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1754.762.375.9480 (20.4)944 (40.1)26,091228,43459.592.81.51,243 (20.9)3,726 (62.6)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM46.459.170.57101623,28849.095.10.4627
MOT17-01-FRCNN46.363.076.2986132,84655.985.51.4727
MOT17-01-SDP52.968.174.01361,0751,94669.880.72.41445
MOT17-03-DPM61.266.274.354186,83233,57567.991.24.6162341
MOT17-03-FRCNN63.868.777.553242,36335,44766.196.71.6134276
MOT17-03-SDP79.576.177.889122,74618,55582.396.91.8158378
MOT17-06-DPM39.145.969.8231176986,43445.488.50.650235
MOT17-06-FRCNN48.151.973.342927905,28155.289.20.750199
MOT17-06-SDP51.054.471.656888334,85958.889.30.780246
MOT17-07-DPM41.255.072.86247239,13545.991.51.470250
MOT17-07-FRCNN35.847.174.86211,1609,60743.186.32.380265
MOT17-07-SDP48.556.575.614161,0177,59955.090.12.076246
MOT17-08-DPM32.444.076.716301,05413,17137.688.31.75076
MOT17-08-FRCNN29.742.778.9143881014,00733.789.81.33656
MOT17-08-SDP37.748.077.9192995312,13342.690.41.56594
MOT17-12-DPM28.746.275.27663525,82032.889.00.4866
MOT17-12-FRCNN31.747.076.56592695,64234.991.80.3865
MOT17-12-SDP38.156.577.512554174,93443.190.00.51579
MOT17-14-DPM30.144.974.0108847812,40432.992.70.630183
MOT17-14-FRCNN28.341.871.58791,27511,89635.683.81.787307
MOT17-14-SDP38.454.273.416641,4719,85546.785.42.057265

Raw data: