GCNoMOT: GCN for Online MOT

MOT16-14


Benchmark:

MOT16 | MOT17 |

Short name:

GCNoMOT

Detector:

Public

Description:

Graph convolutional network based online multi-object tracking

Reference:

Last submitted:

March 07, 2021 (9 months ago)

Published:

March 04, 2021 at 07:03:38 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

RTX 2080Ti

Runtime:

7.8 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1658.843.137.0265 (34.9)140 (18.4)14,12758,52867.989.827.350.837.645.455.973.981.42.42,402 (0.0)2,324 (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
MOT16-0153.041.136.41228582,08667.483.428.746.735.758.354.367.280.61.96373
MOT16-0368.945.739.670155,12926,69574.593.827.557.737.345.261.777.881.63.4711871
MOT16-0653.547.740.4102362,0223,03973.780.832.350.953.143.761.267.182.21.7308243
MOT16-0755.341.134.91521,0546,02363.190.726.546.633.947.051.173.581.72.1219257
MOT16-0836.632.928.813201,0109,40943.887.924.933.632.951.236.372.882.31.6194233
MOT16-1240.248.239.522261,4073,48158.077.438.840.549.360.348.064.181.01.67587
MOT16-1439.032.725.831392,6477,79557.880.217.339.128.830.045.663.178.83.5832560

Raw data:


GCNoMOT