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

MOT17-12-SDP


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 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1754.762.347.175.9480 (20.4)944 (40.1)26,091228,43459.592.851.043.856.072.546.973.179.31.51,243 (20.9)3,726 (62.6)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM46.459.141.470.57101623,28849.095.150.234.255.769.235.869.475.50.4627
MOT17-01-FRCNN46.363.048.476.2986132,84655.985.558.939.865.176.044.467.979.51.4727
MOT17-01-SDP52.968.150.174.01361,0751,94669.880.755.445.361.571.753.962.377.62.41445
MOT17-03-DPM61.266.248.774.354186,83233,57567.991.249.248.553.371.952.770.878.04.6162341
MOT17-03-FRCNN63.868.751.877.553242,36335,44766.196.753.850.258.375.752.977.380.61.6134276
MOT17-03-SDP79.576.159.177.889122,74618,55582.396.956.961.661.274.865.577.280.71.8158378
MOT17-06-DPM39.145.934.969.8231176986,43445.488.538.732.254.952.134.266.674.80.650235
MOT17-06-FRCNN48.151.940.573.342927905,28155.289.241.440.058.752.443.069.577.10.750199
MOT17-06-SDP51.054.440.871.656888334,85958.889.341.241.058.452.344.567.576.10.780246
MOT17-07-DPM41.255.037.472.86247239,13545.991.542.633.045.671.434.969.676.71.470250
MOT17-07-FRCNN35.847.135.274.86211,1609,60743.186.339.731.843.368.934.268.577.82.380265
MOT17-07-SDP48.556.541.275.614161,0177,59955.090.142.840.046.770.243.270.978.82.076246
MOT17-08-DPM32.444.034.376.716301,05413,17137.688.341.528.447.567.130.371.179.91.75076
MOT17-08-FRCNN29.742.736.878.9143881014,00733.789.851.926.256.474.927.773.781.71.33656
MOT17-08-SDP37.748.038.877.9192995312,13342.690.446.932.552.470.534.573.380.71.56594
MOT17-12-DPM28.746.234.175.27663525,82032.889.047.724.550.572.925.869.878.50.4866
MOT17-12-FRCNN31.747.036.076.56592695,64234.991.849.026.553.573.627.873.179.80.3865
MOT17-12-SDP38.156.542.177.512554174,93443.190.054.532.558.077.134.772.480.50.51579
MOT17-14-DPM30.144.931.174.0108847812,40432.992.740.224.243.071.525.271.177.70.630183
MOT17-14-FRCNN28.341.830.371.58791,27511,89635.683.836.425.540.364.527.364.375.41.787307
MOT17-14-SDP38.454.238.373.416641,4719,85546.785.445.332.648.971.735.765.477.32.057265

Raw data: