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 (2 years 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 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1754.148.446.880.2549 (23.3)819 (34.8)18,002238,81857.794.848.944.954.374.147.678.282.61.01,895 (32.9)2,693 (46.7)

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-DPM49.141.048.380.678473,22450.098.658.240.160.483.941.381.483.00.11116
MOT17-01-FRCNN55.348.852.079.21083322,53260.792.259.046.062.975.049.675.381.70.71616
MOT17-01-SDP66.251.456.078.51442031,96369.695.759.453.063.972.656.277.481.20.51520
MOT17-03-DPM62.552.051.481.145251,16037,90363.898.352.150.855.279.352.981.583.40.8193272
MOT17-03-FRCNN65.157.552.780.653231,35335,07066.598.153.052.556.179.154.981.083.10.9129219
MOT17-03-SDP67.856.352.679.963202,26231,26770.197.050.854.655.675.257.679.682.51.5178318
MOT17-06-DPM43.835.337.681.455941,3795,15556.382.833.342.657.545.848.170.882.61.290130
MOT17-06-FRCNN50.037.939.480.770651,3684,42662.484.333.546.458.845.752.671.082.31.1100160
MOT17-06-SDP47.134.637.780.672731,7324,39862.781.031.045.959.741.553.268.882.11.5102145
MOT17-07-DPM45.341.639.279.610217838,34650.691.639.439.042.972.441.775.481.91.6104143
MOT17-07-FRCNN45.942.738.879.47148338,18951.591.338.039.842.070.642.575.381.71.7114144
MOT17-07-SDP48.443.840.879.113151,0177,57955.190.240.041.844.171.245.274.081.52.0114131
MOT17-08-DPM30.131.436.482.1113714114,58431.097.952.025.555.680.926.082.384.20.24472
MOT17-08-FRCNN28.831.736.382.1113733214,67330.595.152.825.056.381.225.780.184.30.54169
MOT17-08-SDP30.732.436.781.7123813114,45431.698.152.225.955.780.826.582.284.00.25180
MOT17-12-DPM41.248.743.080.413462004,84244.195.052.935.056.575.236.678.882.80.25346
MOT17-12-FRCNN40.349.642.979.713452804,83544.293.252.834.956.475.236.777.382.20.36041
MOT17-12-SDP42.348.943.279.715422854,65546.393.451.536.356.172.238.277.182.20.36153
MOT17-14-DPM33.933.631.978.3138060911,47037.992.035.428.840.465.730.473.780.90.8134161
MOT17-14-FRCNN36.137.135.076.919641,66910,01245.883.537.632.743.863.236.466.379.52.2137227
MOT17-14-SDP39.038.637.076.723601,8869,24150.083.139.335.147.061.839.565.679.52.5148230

Raw data: