DMAN_16: Online MOT with Dual Matching Attention Networks

MOT16-01


Benchmark:

MOT16 |

Short name:

DMAN_16

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 11, 2017 (2 years ago)

Published:

September 11, 2018 at 07:22:21 CET

Submissions:

2

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
MOT1646.154.873.8132 (17.4)324 (42.7)7,90989,87450.792.11.3532 (10.5)1,616 (31.9)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT16-0137.048.769.85101993,81440.492.80.41372
MOT16-0353.559.373.737304,38544,05157.993.22.9192842
MOT16-0647.455.872.1411015665,37753.491.60.5130242
MOT16-0742.851.672.49185768,70946.693.01.259148
MOT16-0832.544.378.9142470810,53937.089.71.156106
MOT16-1241.857.076.617444124,40047.090.40.51638
MOT16-1423.638.172.79971,06312,98429.883.81.466168

Raw data: