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 (8 months 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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1754.963.177.2575 (24.4)897 (38.1)20,236233,29558.794.21.11,088 (18.6)2,392 (40.8)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM46.561.872.17111543,29648.995.30.3231
MOT17-01-FRCNN42.762.276.21098542,83456.180.91.9629
MOT17-01-SDP50.366.575.11151,0692,11967.180.22.42044
MOT17-03-DPM60.467.576.346242,68038,59663.196.11.8137343
MOT17-03-FRCNN61.768.677.450272,38337,55164.196.61.6108204
MOT17-03-SDP76.273.578.681172,48922,25778.797.11.7171323
MOT17-06-DPM49.460.175.3521144265,50453.393.60.43868
MOT17-06-FRCNN55.262.378.970768344,40362.689.80.746110
MOT17-06-SDP58.364.977.985718813,96666.389.90.762104
MOT17-07-DPM45.252.975.07246028,60649.193.21.248113
MOT17-07-FRCNN37.347.175.37171,0269,51343.787.82.160154
MOT17-07-SDP49.957.277.314178337,56655.291.81.758116
MOT17-08-DPM34.148.979.0173585513,02538.390.51.44153
MOT17-08-FRCNN30.943.178.2133766513,91034.291.61.13261
MOT17-08-SDP38.150.778.9223493012,09142.890.71.55988
MOT17-12-DPM45.360.377.018423234,40649.293.00.4826
MOT17-12-FRCNN40.454.878.913483034,85044.092.60.31123
MOT17-12-SDP46.160.379.216414984,15652.090.10.61538
MOT17-14-DPM30.745.075.8119916712,62531.797.20.22257
MOT17-14-FRCNN27.643.772.110821,37411,94135.482.61.859203
MOT17-14-SDP40.252.173.8156789010,08045.590.41.285204

Raw data: