An Improved Crop Disease Identification Method Based on Lightweight Convolutional Neural Network

Table 4

Comparison between different models.

Model	Training accuracy (%)	Validation accuracy (%)	Test accuracy (%)
VGG-19	92.4	89.9	87.8
AlexNet	86.5	85.8	82.6
ResNet-50	88.6	86.8	83.2
Tiny_Xception	96.3	95.7	94.3