siameseCos: Deep Siamese Network

MOT16-01


Benchmark:

MOT16 |

Short name:

siameseCos

Detector:

Public

Description:

MHT variation with Re-ID using classification-guided metric learning

Reference:

In preparation

Last submitted:

April 16, 2019 (1 year ago)

Published:

April 16, 2019 at 17:10:57 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

3.6 Ghz 4 cores

Runtime:

0.8 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1649.449.875.9145 (19.1)299 (39.4)6,28185,38453.293.91.1679 (12.8)823 (15.5)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT16-0143.649.372.4791543,44046.295.00.31025
MOT16-0356.251.575.836273,21142,29459.595.12.1271377
MOT16-0645.957.674.163911,4344,67959.482.71.2131123
MOT16-0747.148.975.19165198,04050.794.11.07685
MOT16-0836.438.780.292430810,25738.795.50.57677
MOT16-1247.658.877.715372234,09950.695.00.22229
MOT16-1429.139.075.069543212,57532.093.20.693107

Raw data: