HDTR_17:

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

HDTR_17

Detector:

Public

Description:

n/a

Reference:

M. Babaee, A. Athar, G. Rigoll. Multiple People Tracking Using Hierarchical Deep Tracklet Re-identification. In arXiv preprint arXiv:1811.04091, 2018.

Last submitted:

October 23, 2018 (1 year ago)

Published:

October 04, 2018 at 13:04:05 CET

Submissions:

4

Project page / code:

n/a

Open source:

No

Hardware:

Nvidia TITAN-X, 4 Core

Runtime:

1.8 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1754.148.480.2549 (23.3)819 (34.8)18,002238,81857.794.81.01,895 (32.9)2,693 (46.7)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM49.141.080.678473,22450.098.60.11116
MOT17-01-FRCNN55.348.879.21083322,53260.792.20.71616
MOT17-01-SDP66.251.478.51442031,96369.695.70.51520
MOT17-03-DPM62.552.081.145251,16037,90363.898.30.8193272
MOT17-03-FRCNN65.157.580.653231,35335,07066.598.10.9129219
MOT17-03-SDP67.856.379.963202,26231,26770.197.01.5178318
MOT17-06-DPM43.835.381.455941,3795,15556.382.81.290130
MOT17-06-FRCNN50.037.980.770651,3684,42662.484.31.1100160
MOT17-06-SDP47.134.680.672731,7324,39862.781.01.5102145
MOT17-07-DPM45.341.679.610217838,34650.691.61.6104143
MOT17-07-FRCNN45.942.779.47148338,18951.591.31.7114144
MOT17-07-SDP48.443.879.113151,0177,57955.190.22.0114131
MOT17-08-DPM30.131.482.1113714114,58431.097.90.24472
MOT17-08-FRCNN28.831.782.1113733214,67330.595.10.54169
MOT17-08-SDP30.732.481.7123813114,45431.698.10.25180
MOT17-12-DPM41.248.780.413462004,84244.195.00.25346
MOT17-12-FRCNN40.349.679.713452804,83544.293.20.36041
MOT17-12-SDP42.348.979.715422854,65546.393.40.36153
MOT17-14-DPM33.933.678.3138060911,47037.992.00.8134161
MOT17-14-FRCNN36.137.176.919641,66910,01245.883.52.2137227
MOT17-14-SDP39.038.676.723601,8869,24150.083.12.5148230

Raw data: