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Table 8 Mean absolute errors (MAE) and mean squared errors (MSE) for maize tassels counting on the test set of MTC dataset

From: TasselNet: counting maize tassels in the wild via local counts regression network

Method Sequences Overall
Zhengzhou2011 Taian2010_2 Taian2011_2 Taian2012_2 Taian2013_2 Gucheng2014 Jalaid2015_2 Jalaid2015_3
MAE MSE MAE MSE MAE MSE MAE MSE MAE MSE MAE MSE MAE MSE MAE MSE MAE MSE
JointSeg 20.9 23.2 46.6 47.9 16.4 19.7 25.1 29.8 6.5 8.0 7.3 10.5 27.8 29.1 53.2 61.3 24.2 31.6
mTASSEL 9.8 14.9 18.6 22.1 11.6 12.7 5.3 7.8 13.1 16.6 31.1 35.3 16.2 18.0 46.6 51.0 19.6 26.1
GlobalReg 19.0 21.5 23.0 24.7 14.1 16.8 13.5 15.7 19.6 25.2 19.5 21.7 11.2 13.7 42.1 45.4 19.7 23.3
DensityReg 16.1 20.2 9.9 10.7 9.2 11.7 10.8 12.7 20.2 23.7 9.4 10.5 7.2 7.9 23.5 26.9 11.9 14.8
CCNN 21.3 23.3 28.9 31.6 12.4 16.0 12.6 15.3 18.9 23.7 21.6 24.1 9.6 12.4 39.5 46.4 21.0 25.5
TasselNet 4.9 6.1 5.2 6.6 2.5 2.9 4.8 5.8 4.0 5.0 5.3 6.5 16.0 16.6 20.7 25.2 6.6 9.6
  1. The lowest error is italicised