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 (3 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 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1744.948.438.176.6388 (16.5)844 (35.8)33,757269,95252.289.738.338.341.770.341.471.279.61.97,136 (136.8)14,491 (277.8)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM25.031.725.871.82114764,30733.281.828.923.133.060.025.061.676.01.154212
MOT17-01-FRCNN26.440.334.876.4681,4493,26549.468.737.132.941.269.940.456.278.93.23076
MOT17-01-SDP37.039.732.373.6741,1052,72357.877.128.536.834.461.344.058.877.42.5237288
MOT17-03-DPM37.440.531.575.5213412,52751,53050.880.928.235.530.665.540.264.078.28.41,4403,378
MOT17-03-FRCNN57.255.943.377.936271,68742,87559.097.341.745.345.172.947.378.081.01.12361,086
MOT17-03-SDP71.866.951.477.764141,24127,02874.298.447.455.950.773.458.777.980.70.81,2272,689
MOT17-06-DPM42.047.234.473.623992416,20547.395.934.634.438.768.035.972.777.70.2385337
MOT17-06-FRCNN54.856.543.878.551564904,67060.493.641.846.049.768.049.176.181.20.4162347
MOT17-06-SDP55.854.141.975.864666684,35363.191.839.045.350.259.749.271.779.40.6193331
MOT17-07-DPM32.539.128.973.752696010,01440.787.828.729.330.668.831.367.476.91.9423610
MOT17-07-FRCNN32.539.631.874.66151,5409,59543.282.633.331.335.569.734.465.777.73.1268592
MOT17-07-SDP44.343.433.875.011161,0538,06152.389.330.837.333.265.440.569.278.42.1299705
MOT17-08-DPM22.328.224.579.064066615,49626.689.428.821.030.874.221.873.381.11.1241317
MOT17-08-FRCNN22.229.927.379.973984815,49126.786.935.421.139.075.122.272.382.21.491188
MOT17-08-SDP27.831.228.678.2103566414,21132.791.232.625.434.573.426.674.180.81.1383531
MOT17-12-DPM35.949.537.076.712425524,91443.387.243.231.745.874.134.369.179.70.692193
MOT17-12-FRCNN36.051.739.778.212436854,80744.584.947.933.051.476.036.269.181.00.859129
MOT17-12-SDP39.954.142.778.419378054,27550.784.549.636.853.575.541.168.581.20.9132203
MOT17-14-DPM18.928.821.574.4710299513,83625.182.425.118.526.864.819.764.477.41.3164461
MOT17-14-FRCNN17.231.225.071.110722,95911,85835.869.125.925.129.458.128.655.174.23.9486818
MOT17-14-SDP29.040.228.672.29582,14610,43843.578.928.329.530.666.033.260.376.12.95341,000

Raw data: