ITM: Individualized Tubelet Model

AVG-TownCentre


Benchmark:

Short name:

ITM

Detector:

Public

Description:

Reference:

Pivot Correlation Network with Individualized Tubelets for Efficient Multi-object Tracking

Last submitted:

November 30, 2020 (4 months ago)

Published:

November 12, 2020 at 03:34:16 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

2080Ti

Runtime:

1.2 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
MOT1550.149.840.276.1286 (39.7)95 (13.2)7,63821,31165.384.037.044.442.468.751.466.179.61.31,730 (26.5)1,891 (29.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
ADL-Rundle-138.850.739.574.21142,1033,53362.073.340.638.744.272.348.257.077.94.260162
ADL-Rundle-344.245.839.681.91241,3304,25858.181.637.142.840.179.449.469.483.92.189123
AVG-TownCentre56.651.240.270.8135111,0201,27382.285.231.752.140.950.360.863.075.62.3806399
ETH-Crossing67.768.659.083.58610520279.988.458.360.167.074.268.775.985.50.51730
ETH-Jelmoli58.566.250.480.3161328674970.586.250.650.259.670.257.770.682.70.71945
ETH-Linthescher59.160.248.879.874351,2942,09876.584.145.252.952.670.662.568.782.31.1260249
KITTI-1652.862.340.370.7318370158.892.341.039.743.766.742.666.975.30.41956
KITTI-1947.456.338.571.89164502,28457.387.238.438.943.565.442.965.376.10.474159
PETS09-S2L249.430.224.875.0424884,05358.092.015.041.415.963.444.771.078.51.1335600
TUD-Crossing77.250.539.072.7902919582.396.927.954.741.140.159.670.177.00.12733
Venice-146.544.335.675.0534501,96556.985.233.138.437.866.143.565.279.01.02435

Raw data: