DMAN: Online MOT with DMANs

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

DMAN

Detector:

Public

Description:

n/a

Reference:

J. Zhu, H. Yang, N. Liu, M. Kim, W. Zhang, M. Yang. Online Multi-Object Tracking with Dual Matching Attention Networks. In ECCV, 2018.

Last submitted:

November 14, 2017 (2 years ago)

Published:

September 11, 2018 at 07:16:29 CET

Submissions:

1

Open source:

Yes

Hardware:

2.4 GHZ, 1 Core

Runtime:

0.3 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1748.255.775.7454 (19.3)902 (38.3)26,218263,60853.392.01.52,194 (41.2)5,378 (100.9)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM36.748.469.75111993,86940.092.80.41372
MOT17-01-FRCNN28.549.575.6871,4773,11551.769.33.31850
MOT17-01-SDP42.256.073.3861,0082,69158.378.92.230115
MOT17-03-DPM53.459.373.937304,38244,16757.893.22.9193841
MOT17-03-FRCNN57.762.376.643253,28640,74361.195.12.2213501
MOT17-03-SDP67.366.677.265202,73531,20970.296.41.8266736
MOT17-06-DPM46.955.172.1381035375,59452.592.00.4131236
MOT17-06-FRCNN51.258.176.954687884,79459.389.90.7169251
MOT17-06-SDP54.055.474.764677604,47562.090.60.6188227
MOT17-07-DPM41.450.372.58245689,27245.193.11.160145
MOT17-07-FRCNN34.042.874.94191,3169,72742.484.52.6113341
MOT17-07-SDP42.147.476.110191,0918,59149.188.42.298220
MOT17-08-DPM25.837.578.7143869514,91329.489.91.156106
MOT17-08-FRCNN24.734.880.194135015,49126.794.20.665111
MOT17-08-SDP27.535.178.9113754214,66030.692.30.9104170
MOT17-12-DPM41.055.876.617483314,76445.092.20.41638
MOT17-12-FRCNN38.354.678.214474844,85744.088.70.5949
MOT17-12-SDP42.459.278.818463294,64546.492.40.41637
MOT17-14-DPM23.638.172.79971,06312,98429.883.81.466168
MOT17-14-FRCNN18.836.970.88812,55412,26833.670.93.4181491
MOT17-14-SDP31.343.072.110681,72310,77941.781.72.3189473

Raw data: