HTracker: A ReID-based one-stage tracking model

MOT17-01-DPM


Benchmark:

MOT16 | MOT17 |

Short name:

HTracker

Detector:

Public

Description:

We aim to improve the tracking speed of ReID-based tracker.

Reference:

Xudong Zhang. Boosting the tracking speed for real-time application.

Last submitted:

January 04, 2021 (3 months ago)

Published:

January 17, 2021 at 00:34:54 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

RTX 2080 Ti

Runtime:

36.7 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
MOT1766.970.455.378.9667 (28.3)490 (20.8)30,704151,00173.293.155.555.360.974.859.976.281.61.74,806 (65.6)10,994 (150.1)

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-DPM56.467.252.481.7871162,67958.597.058.647.063.479.949.081.483.90.31485
MOT17-01-FRCNN56.567.252.481.7871122,68058.497.158.746.963.580.049.081.484.00.21486
MOT17-01-SDP56.467.152.481.7871182,67958.597.058.646.963.479.949.081.284.00.31484
MOT17-03-DPM79.781.863.979.8108125,10915,98384.794.663.364.868.678.770.078.182.43.4159667
MOT17-03-FRCNN79.781.963.979.8108125,11115,98584.794.663.364.868.678.770.078.182.43.4153660
MOT17-03-SDP79.781.963.979.8108125,10515,98084.794.663.364.868.678.770.078.182.43.4155664
MOT17-06-DPM48.248.439.076.935657095,08256.990.435.942.844.864.046.073.279.80.6312556
MOT17-06-FRCNN48.248.539.076.936657095,08356.990.435.942.844.863.946.073.279.80.6307550
MOT17-06-SDP48.348.539.076.837667015,07556.990.535.842.844.863.946.073.279.80.6315553
MOT17-07-DPM61.058.746.278.01781,0785,30568.691.542.650.345.673.755.173.580.92.2198476
MOT17-07-FRCNN61.358.746.177.91881,0525,28068.791.742.550.245.673.655.173.580.92.1205476
MOT17-07-SDP61.358.746.277.91881,0525,27868.891.742.650.345.673.755.173.580.92.1207465
MOT17-08-DPM50.846.238.777.819111,3838,63759.190.035.043.842.156.547.772.780.72.2363576
MOT17-08-FRCNN50.946.338.777.819101,3748,62759.290.135.043.842.156.547.872.780.72.2373567
MOT17-08-SDP50.846.238.777.820111,3738,64359.190.135.143.742.156.647.772.880.72.2370571
MOT17-12-DPM55.462.049.179.827235773,22462.890.450.847.755.873.752.174.982.40.661172
MOT17-12-FRCNN55.762.049.279.827225663,21762.990.650.947.755.973.852.175.082.40.660164
MOT17-12-SDP55.562.149.179.827235703,22362.890.550.847.755.873.752.175.082.40.663174
MOT17-14-DPM39.152.735.272.67381,3059,45648.887.435.834.939.565.437.767.476.51.74881,154
MOT17-14-FRCNN39.352.935.372.56371,2959,44548.987.535.834.939.565.437.767.476.51.74851,141
MOT17-14-SDP39.352.935.372.66381,2899,44048.987.535.935.039.565.537.767.476.51.74901,153

Raw data: