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 (2 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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1750.952.776.6413 (17.5)841 (35.7)24,069250,76855.692.91.42,474 (44.5)5,317 (95.7)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM39.842.571.3482303,62043.992.50.53578
MOT17-01-FRCNN37.046.876.6598533,19050.579.31.91850
MOT17-01-SDP44.551.174.6758682,68258.481.31.92991
MOT17-03-DPM55.554.675.039235,24541,01360.892.43.5364846
MOT17-03-FRCNN58.757.477.341243,43539,52662.295.02.3220474
MOT17-03-SDP73.262.778.5641589626,82874.498.90.6361737
MOT17-06-DPM44.550.573.7341005635,89150.091.30.583219
MOT17-06-FRCNN49.652.677.645796655,18456.090.80.686199
MOT17-06-SDP51.855.676.357787534,83059.090.20.697213
MOT17-07-DPM42.547.273.66236488,95447.092.51.3104264
MOT17-07-FRCNN39.243.174.75199459,21245.589.01.9119267
MOT17-07-SDP47.349.476.112139857,79953.890.22.0114257
MOT17-08-DPM28.434.079.1103656014,45131.692.30.9105143
MOT17-08-FRCNN26.434.778.853557914,89429.591.50.971104
MOT17-08-SDP30.836.579.5103544214,04733.594.10.7122163
MOT17-12-DPM40.351.476.212395274,60746.888.50.63778
MOT17-12-FRCNN35.850.977.711425105,03042.087.70.62461
MOT17-12-SDP40.253.678.413404984,65446.389.00.62873
MOT17-14-DPM26.441.174.010891,06812,45432.685.01.474232
MOT17-14-FRCNN25.038.972.09741,92411,73736.577.82.6193385
MOT17-14-SDP33.847.572.514551,87510,16545.081.62.5190383

Raw data: