MOMOT_GLMB: MO multiple object tracking using GLMB filter

MOT17-01-DPM


Benchmark:

MOT17 | MOT15 |

Short name:

MOMOT_GLMB

Detector:

Public

Description:

Reference:

Mohammadjavad Abbaspour, Mohammad Ali Masnadi-Shirazi. Online Multi-Object Tracking with delta-GLMB Filter based on Occlusion and Identity Switch Handling. In arXiv preprint arXiv:2011.10111, 2020.

Last submitted:

November 11, 2020 (1 year ago)

Published:

April 25, 2021 at 15:13:09 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

Xeon(R) CPU E3-1505M

Runtime:

0.6 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1755.563.448.1448 (19.0)845 (35.9)15,520234,23558.595.552.344.556.577.346.976.680.90.91,333 (22.8)13,805 (236.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM41.452.940.5411303,74342.098.951.432.153.479.332.977.680.30.16287
MOT17-01-FRCNN42.654.241.57102233,46946.293.050.134.455.676.236.573.480.20.511336
MOT17-01-SDP43.354.041.26102493,39947.392.548.235.254.174.437.473.180.00.69328
MOT17-03-DPM66.769.052.256181,61933,07168.497.852.452.155.877.954.678.181.11.1188410
MOT17-03-FRCNN65.469.952.654241,37334,67466.998.154.351.157.379.253.478.481.00.9146503
MOT17-03-SDP77.377.258.689142,64820,88680.096.957.759.862.276.863.476.780.11.8179826
MOT17-06-DPM48.458.344.830926065,43753.991.348.941.260.168.944.174.781.30.533738
MOT17-06-FRCNN51.859.045.741609894,64560.687.846.445.260.863.349.972.381.20.846838
MOT17-06-SDP53.061.446.959691,0914,40562.687.148.345.963.163.151.171.181.00.942854
MOT17-07-DPM38.949.236.54215789,66142.892.640.333.242.378.634.875.280.31.284841
MOT17-07-FRCNN37.951.538.04189489,45344.088.743.433.646.276.135.972.279.81.992900
MOT17-07-SDP42.152.739.57159868,69148.689.342.736.745.576.239.372.379.72.0106988
MOT17-08-DPM29.842.636.093712814,65930.698.151.025.452.885.726.083.284.80.241700
MOT17-08-FRCNN27.338.834.4103829015,01828.995.550.023.752.483.224.480.684.40.540649
MOT17-08-SDP30.743.736.7123629614,29832.395.851.326.353.783.927.180.483.70.547718
MOT17-12-DPM39.556.442.68443914,83144.390.751.235.557.277.037.677.183.30.421414
MOT17-12-FRCNN38.652.039.69462635,04541.893.247.133.453.377.435.178.383.70.313370
MOT17-12-SDP42.457.543.211443714,60746.891.651.236.657.776.138.976.282.90.414453
MOT17-14-DPM31.945.831.578731812,21833.995.238.625.940.577.426.875.279.80.447745
MOT17-14-FRCNN32.247.333.79781,07811,37038.586.840.128.443.771.230.468.578.21.486917
MOT17-14-SDP36.350.935.612731,04510,65542.488.241.031.144.971.433.369.478.41.482990

Raw data:


MOMOT_GLMB