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 (1 year 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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1754.551.379.0495 (21.0)834 (35.4)10,471243,14356.996.80.62,865 (50.3)4,889 (85.9)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM38.330.077.54111513,77141.594.70.35793
MOT17-01-FRCNN41.137.078.56103493,42346.989.70.82862
MOT17-01-SDP44.433.977.8792743,28349.192.00.63076
MOT17-03-DPM61.153.879.139211,95238,46263.397.11.3292785
MOT17-03-FRCNN62.055.979.046241,57437,99163.797.71.0239521
MOT17-03-SDP77.264.279.0761392822,63078.498.90.6261634
MOT17-06-DPM51.952.278.847863135,18456.095.50.3173180
MOT17-06-FRCNN56.153.978.759615504,38262.893.10.5245257
MOT17-06-SDP58.854.378.877655164,11365.193.70.4230249
MOT17-07-DPM45.644.778.27213268,76448.196.10.798223
MOT17-07-FRCNN41.642.177.66176869,08246.291.91.492200
MOT17-07-SDP51.748.077.715144827,56255.295.11.0107218
MOT17-08-DPM29.331.383.39368214,77930.098.70.184106
MOT17-08-FRCNN27.331.182.293728614,97429.195.60.597119
MOT17-08-SDP31.132.282.3113614114,32232.298.00.281115
MOT17-12-DPM46.054.982.417441054,55047.597.50.12543
MOT17-12-FRCNN44.053.681.616471364,69545.896.70.22145
MOT17-12-SDP47.556.782.01650504,48448.398.80.11931
MOT17-14-DPM28.029.576.7108055112,39233.091.70.7362332
MOT17-14-FRCNN28.135.875.398046412,68931.392.60.6137267
MOT17-14-SDP33.238.975.297255511,61137.292.50.7187333

Raw data: