DGCT: DGCT

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

DGCT

Detector:

Public

Description:

Only train on MOT17 videos (not trained on Person ReID or other self-collected datasets)
Process in near online mode
No further post-processing schemes involved (may come in an upgraded version)

Reference:

CJY, HYW, KHW @ HRI-SH

Last submitted:

December 29, 2018 (2 years ago)

Published:

October 10, 2018 at 05:15:00 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

i7 6700K, GTX 1080, python

Runtime:

7.0 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
MOT1754.551.342.079.0495 (21.0)834 (35.4)10,471243,14356.996.840.543.944.173.846.078.481.80.62,865 (50.3)4,889 (85.9)

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-DPM38.330.026.277.54111513,77141.594.722.131.227.058.132.874.780.50.35793
MOT17-01-FRCNN41.137.033.378.56103493,42346.989.731.635.435.773.138.072.781.10.82862
MOT17-01-SDP44.433.927.877.8792743,28349.192.021.136.728.850.039.373.680.80.63076
MOT17-03-DPM61.153.843.579.139211,95238,46263.397.139.148.842.174.751.278.781.71.3292785
MOT17-03-FRCNN62.055.945.179.046241,57437,99163.797.741.349.644.076.951.879.481.81.0239521
MOT17-03-SDP77.264.252.479.0761392822,63078.498.946.259.950.872.563.079.481.80.6261634
MOT17-06-DPM51.952.243.378.847863135,18456.095.543.943.048.174.045.377.381.60.3173180
MOT17-06-FRCNN56.153.943.378.759615504,38262.893.140.047.347.065.750.975.481.40.5245257
MOT17-06-SDP58.854.343.978.877655164,11365.193.739.749.048.263.352.775.981.60.4230249
MOT17-07-DPM45.644.735.378.27213268,76448.196.134.136.935.976.338.677.181.10.798223
MOT17-07-FRCNN41.642.133.977.66176869,08246.291.933.535.036.569.837.173.980.41.492200
MOT17-07-SDP51.748.038.777.715144827,56255.295.136.541.438.874.043.975.680.91.0107218
MOT17-08-DPM29.331.329.183.39368214,77930.098.733.825.235.083.025.784.485.50.184106
MOT17-08-FRCNN27.331.129.182.293728614,97429.195.635.524.036.785.324.781.184.50.597119
MOT17-08-SDP31.132.230.182.3113614114,32232.298.034.626.338.172.827.082.184.40.281115
MOT17-12-DPM46.054.945.182.417441054,55047.597.553.038.456.879.139.981.984.50.12543
MOT17-12-FRCNN44.053.643.181.616471364,69545.896.750.536.954.279.238.480.984.00.22145
MOT17-12-SDP47.556.746.582.01650504,48448.398.855.339.260.078.440.482.884.30.11931
MOT17-14-DPM28.029.523.476.7108055112,39233.091.722.324.823.865.126.072.479.50.7362332
MOT17-14-FRCNN28.135.826.375.398046412,68931.392.630.023.232.865.424.271.578.60.6137267
MOT17-14-SDP33.238.928.975.297255511,61137.292.531.127.234.166.728.671.278.70.7187333

Raw data: