siameseCos: Deep Siamese Network

MOT16-08


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 (2 years 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 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1649.449.838.3145 (19.1)299 (39.4)6,28185,38453.293.937.439.540.175.441.873.879.41.1679 (12.8)823 (15.5)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0143.649.337.1791543,44046.295.041.933.045.571.934.671.177.00.31025
MOT16-0356.251.539.836273,21142,29459.595.135.944.437.876.046.874.879.42.1271377
MOT16-0645.957.643.363911,4344,67959.482.747.240.258.762.546.064.077.71.2131123
MOT16-0747.148.936.49165198,04050.794.135.737.437.177.839.473.078.71.07685
MOT16-0836.438.733.592430810,25738.795.536.330.938.081.532.179.182.90.57677
MOT16-1247.658.844.015372234,09950.695.050.038.852.278.540.676.380.70.22229
MOT16-1429.139.028.169543212,57532.093.233.123.936.268.724.972.578.60.693107

Raw data:


siameseCos