TT17:

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

TT17

Detector:

Public

Description:

Long-term Tracking with Deep Tracklet Association

Reference:

Y. Zhang, H. Sheng, Y. Wu, S. Wang, W. Lyu, W. Ke, Z. Xiong. Long-term Tracking with Deep Tracklet Association. In IEEE Transactions on Image Processing, 2020.

Last submitted:

October 16, 2019 (1 year ago)

Published:

October 16, 2019 at 07:23:46 CET

Submissions:

3

Open source:

No

Hardware:

4.5 GHz, 1 Core

Runtime:

2.5 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
MOT1754.963.148.477.2575 (24.4)897 (38.1)20,236233,29558.794.253.244.356.778.247.075.580.31.11,088 (18.6)2,392 (40.8)

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-DPM46.561.845.972.17111543,29648.995.359.535.462.774.036.871.876.40.3231
MOT17-01-FRCNN42.762.249.176.21098542,83456.180.962.338.767.476.744.764.579.71.9629
MOT17-01-SDP50.366.550.075.11151,0692,11967.180.258.143.262.174.251.761.878.42.42044
MOT17-03-DPM60.467.549.776.346242,68038,59663.196.152.247.754.879.350.076.179.61.8137343
MOT17-03-FRCNN61.768.651.577.450272,38337,55164.196.654.748.957.580.851.477.480.51.6108204
MOT17-03-SDP76.273.558.178.681172,48922,25778.797.156.060.558.480.163.878.781.51.7171323
MOT17-06-DPM49.460.145.575.3521144265,50453.393.653.139.263.868.841.572.978.80.43868
MOT17-06-FRCNN55.262.349.578.970768344,40362.689.851.947.364.367.751.674.181.40.746110
MOT17-06-SDP58.364.950.477.985718813,96666.389.952.348.864.468.053.672.680.60.762104
MOT17-07-DPM45.252.939.875.07246028,60649.193.243.836.546.477.238.372.978.21.248113
MOT17-07-FRCNN37.347.136.575.37171,0269,51343.787.841.632.544.974.134.970.178.52.160154
MOT17-07-SDP49.957.243.877.314178337,56655.291.846.541.449.777.344.373.780.21.758116
MOT17-08-DPM34.148.940.679.0173585513,02538.390.555.729.759.278.931.474.181.31.44153
MOT17-08-FRCNN30.943.137.478.2133766513,91034.291.652.826.658.673.427.974.781.21.13261
MOT17-08-SDP38.150.742.878.9223493012,09142.890.755.733.160.675.835.174.481.11.55988
MOT17-12-DPM45.360.345.277.018423234,40649.293.055.237.059.475.339.174.079.90.4826
MOT17-12-FRCNN40.454.842.778.913483034,85044.092.653.634.157.976.136.075.781.40.31123
MOT17-12-SDP46.160.347.179.216414984,15652.090.156.339.559.977.942.773.982.00.61538
MOT17-14-DPM30.745.032.375.8119916712,62531.797.243.624.145.478.524.775.979.40.22257
MOT17-14-FRCNN27.643.732.272.110821,37411,94135.482.640.026.243.570.228.065.475.71.859203
MOT17-14-SDP40.252.137.173.8156789010,08045.590.442.832.645.874.734.869.377.81.285204

Raw data: