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Table 3 Comparison of different network architectures for maize tassels counting on the test set of MTC dataset

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

Network 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
LeNet 4.4 5.4 6.3 8.0 2.9 3.7 6.4 7.9 4.9 5.8 **3.8 5.0 16.3 17.0 28.7 33.0 7.2 11.3
AlexNet 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
VGG-VD16-Net 2.1 2.7 10.6 12.4 13.1 15.9 5.5 10.0 4.3 5.4 10.0 11.3 10.7 11.2 20.8 24.9 9.3 12.4
  1. The lowest error is italicised