FPSN: Feature Pyramid Siamese Network

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

FPSN

Detector:

Public

Description:

n/a

Reference:

S. Lee, E. Kim. Multiple Object Tracking via Feature Pyramid Siamese Networks. In IEEE ACCESS, 2018.

Last submitted:

February 02, 2018 (2 years ago)

Published:

January 24, 2019 at 06:23:56 CET

Submissions:

2

Open source:

No

Hardware:

NVIDIA Titan X

Runtime:

10.1 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1744.948.476.6388 (16.5)844 (35.8)33,757269,95252.289.71.97,136 (136.8)14,491 (277.8)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM25.031.771.82114764,30733.281.81.154212
MOT17-01-FRCNN26.440.376.4681,4493,26549.468.73.23076
MOT17-01-SDP37.039.773.6741,1052,72357.877.12.5237288
MOT17-03-DPM37.440.575.5213412,52751,53050.880.98.41,4403,378
MOT17-03-FRCNN57.255.977.936271,68742,87559.097.31.12361,086
MOT17-03-SDP71.866.977.764141,24127,02874.298.40.81,2272,689
MOT17-06-DPM42.047.273.623992416,20547.395.90.2385337
MOT17-06-FRCNN54.856.578.551564904,67060.493.60.4162347
MOT17-06-SDP55.854.175.864666684,35363.191.80.6193331
MOT17-07-DPM32.539.173.752696010,01440.787.81.9423610
MOT17-07-FRCNN32.539.674.66151,5409,59543.282.63.1268592
MOT17-07-SDP44.343.475.011161,0538,06152.389.32.1299705
MOT17-08-DPM22.328.279.064066615,49626.689.41.1241317
MOT17-08-FRCNN22.229.979.973984815,49126.786.91.491188
MOT17-08-SDP27.831.278.2103566414,21132.791.21.1383531
MOT17-12-DPM35.949.576.712425524,91443.387.20.692193
MOT17-12-FRCNN36.051.778.212436854,80744.584.90.859129
MOT17-12-SDP39.954.178.419378054,27550.784.50.9132203
MOT17-14-DPM18.928.874.4710299513,83625.182.41.3164461
MOT17-14-FRCNN17.231.271.110722,95911,85835.869.13.9486818
MOT17-14-SDP29.040.272.29582,14610,43843.578.92.95341,000

Raw data: