MOTDT17: Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-identification

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

MOTDT17

Detector:

Public

Description:

n/a

Reference:

Last submitted:

November 09, 2017 (4 years ago)

Published:

July 06, 2018 at 09:13:45 CET

Submissions:

2

Project page / code:

Open source:

Yes

Hardware:

3 GHZ, GTX1060

Runtime:

18.3 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1750.952.741.2413 (17.5)841 (35.7)24,069250,76855.692.941.441.345.670.344.173.779.71.42,474 (44.5)5,317 (95.7)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM39.842.533.0482303,62043.992.535.031.437.869.732.969.375.80.53578
MOT17-01-FRCNN37.046.839.1598533,19050.579.343.435.645.778.140.864.079.61.91850
MOT17-01-SDP44.551.140.1758682,68258.481.341.239.444.472.745.563.378.31.92991
MOT17-03-DPM55.554.641.139235,24541,01360.892.438.444.341.866.947.572.178.33.5364846
MOT17-03-FRCNN58.757.445.041243,43539,52662.295.043.347.347.470.650.076.380.32.3220474
MOT17-03-SDP73.262.750.3641589626,82874.498.944.956.648.770.559.378.981.30.6361737
MOT17-06-DPM44.550.538.0341005635,89150.091.340.636.052.059.438.470.077.50.583219
MOT17-06-FRCNN49.652.641.645796655,18456.090.841.541.955.458.445.173.280.40.686199
MOT17-06-SDP51.855.642.757787534,83059.090.242.842.856.159.046.671.279.50.697213
MOT17-07-DPM42.547.234.96236488,95447.092.535.734.337.972.736.271.177.41.3104264
MOT17-07-FRCNN39.243.133.45199459,21245.589.034.133.536.672.735.870.278.21.9119267
MOT17-07-SDP47.349.438.212139857,79953.890.237.239.639.874.742.771.679.32.0114257
MOT17-08-DPM28.434.029.7103656014,45131.692.335.425.037.077.526.075.981.50.9105143
MOT17-08-FRCNN26.434.730.853557914,89429.591.541.323.243.480.524.275.181.80.971104
MOT17-08-SDP30.836.532.3103544214,04733.594.139.626.542.079.527.577.382.00.7122163
MOT17-12-DPM40.351.439.012395274,60746.888.544.534.347.475.237.069.979.40.63778
MOT17-12-FRCNN35.850.938.311425105,03042.087.746.831.550.375.033.970.880.30.62461
MOT17-12-SDP40.253.640.913404984,65446.389.048.034.951.376.037.672.381.40.62873
MOT17-14-DPM26.441.129.210891,06812,45432.685.035.823.938.471.825.566.477.31.474232
MOT17-14-FRCNN25.038.928.89741,92411,73736.577.832.925.737.363.028.460.475.72.6193385
MOT17-14-SDP33.847.534.014551,87510,16545.081.637.631.141.468.534.662.776.52.5190383

Raw data: