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

MOT17-08-DPM


Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

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 (5 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 MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1754.762.347.1480 (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 MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM46.459.141.47101623,28849.095.150.234.255.769.235.869.475.50.4627
MOT17-01-FRCNN46.363.048.4986132,84655.985.558.939.865.176.044.467.979.51.4727
MOT17-01-SDP52.968.150.11361,0751,94669.880.755.445.361.571.753.962.377.62.41445
MOT17-03-DPM61.266.248.754186,83233,57567.991.249.248.553.371.952.770.878.04.6162341
MOT17-03-FRCNN63.868.751.853242,36335,44766.196.753.850.258.375.752.977.380.61.6134276
MOT17-03-SDP79.576.159.189122,74618,55582.396.956.961.661.274.865.577.280.71.8158378
MOT17-06-DPM39.145.934.9231176986,43445.488.538.732.254.952.134.266.674.80.650235
MOT17-06-FRCNN48.151.940.542927905,28155.289.241.440.058.752.443.069.577.10.750199
MOT17-06-SDP51.054.440.856888334,85958.889.341.241.058.452.344.567.576.10.780246
MOT17-07-DPM41.255.037.46247239,13545.991.542.633.045.671.434.969.676.71.470250
MOT17-07-FRCNN35.847.135.26211,1609,60743.186.339.731.843.368.934.268.577.82.380265
MOT17-07-SDP48.556.541.214161,0177,59955.090.142.840.046.770.243.270.978.82.076246
MOT17-08-DPM32.444.034.316301,05413,17137.688.341.528.447.567.130.371.179.91.75076
MOT17-08-FRCNN29.742.736.8143881014,00733.789.851.926.256.474.927.773.781.71.33656
MOT17-08-SDP37.748.038.8192995312,13342.690.446.932.552.470.534.573.380.71.56594
MOT17-12-DPM28.746.234.17663525,82032.889.047.724.550.572.925.869.878.50.4866
MOT17-12-FRCNN31.747.036.06592695,64234.991.849.026.553.573.627.873.179.80.3865
MOT17-12-SDP38.156.542.112554174,93443.190.054.532.558.077.134.772.480.50.51579
MOT17-14-DPM30.144.931.1108847812,40432.992.740.224.243.071.525.271.177.70.630183
MOT17-14-FRCNN28.341.830.38791,27511,89635.683.836.425.540.364.527.364.375.41.787307
MOT17-14-SDP38.454.238.316641,4719,85546.785.445.332.648.971.735.765.477.32.057265

Raw data: