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Table 9 Evaluations on the ShanghaiTech [5] dataset

From: TasselNetv2: in-field counting of wheat spikes with context-augmented local regression networks

MethodPart APart B
MAERMSEMAERMSE
MCNN [5]110.2173.226.441.3
CP-CNN [25]73.6106.420.130.1
ACSCP [24]75.7102.717.227.4
CSRNet\(^\dagger\) [23]68.2115.010.616.0
TasselNet [9]87.0138.916.728.1
TasselNetv284.1140.115.327.8
TasselNetv2\(^\dagger\)66.8112.19.617.5
  1. \(^\dagger\) means the model is fine-tuned from the pretrained VGG16. The best performance is in italics