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 (3 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 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1646.154.840.373.8132 (17.4)324 (42.7)7,90989,87450.792.144.336.947.671.939.171.177.51.3532 (10.5)1,616 (31.9)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0137.048.733.869.85101993,81440.492.840.628.248.661.929.567.875.00.41372
MOT16-0353.559.343.373.737304,38544,05157.993.244.842.147.672.344.671.977.52.9192842
MOT16-0647.455.840.972.1411015665,37753.491.644.637.950.966.240.469.376.40.5130242
MOT16-0742.851.637.172.49185768,70946.693.041.533.444.073.535.170.076.51.259148
MOT16-0832.544.336.378.9142470810,53937.089.745.629.049.573.030.674.181.01.156106
MOT16-1241.857.042.176.617444124,40047.090.451.034.754.874.037.171.579.60.51638
MOT16-1423.638.127.572.79971,06312,98429.883.835.221.637.569.923.064.776.41.466168

Raw data: