GGDA: Group guided data association for multiple object tracking

TUD-Crossing


Benchmark:

MOT20 | MOT15 |

Short name:

GGDA

Detector:

Public

Description:

Reference:

Last submitted:

July 07, 2022 (1 month ago)

Published:

July 07, 2022 at 07:25:52 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

cpu i7-9700K, gpu 2080ti, ram 64GB

Runtime:

1.5 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1557.560.646.8324 (44.9)145 (20.1)7,63718,01370.785.045.948.253.368.155.666.979.11.3466 (0.0)1,291 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
ADL-Rundle-144.753.941.8987674,34653.386.645.938.249.374.942.168.378.71.532113
ADL-Rundle-356.258.447.72351,8302,57674.780.645.550.353.470.160.665.480.82.950106
AVG-TownCentre67.977.254.0120357221,52478.788.655.852.763.469.359.166.676.21.652272
ETH-Crossing75.479.766.01095818481.793.467.165.377.977.071.281.486.50.3515
ETH-Jelmoli51.865.948.7191552269072.878.050.846.861.569.258.362.581.31.21143
ETH-Linthescher65.566.752.581578702,14975.988.650.255.361.666.262.372.781.90.760137
KITTI-1649.064.243.76133651669.777.945.242.252.959.451.357.475.11.61656
KITTI-1945.863.845.52961,5491,30875.572.346.444.854.463.357.855.375.51.538204
PETS09-S2L267.044.535.91226252,36175.592.124.652.928.057.558.271.078.41.4192296
TUD-Crossing86.877.858.21011312988.398.753.663.267.261.866.974.878.70.1414
Venice-143.454.541.1563452,23051.187.147.935.451.574.239.166.778.60.8635

Raw data: