Disease Identification of Lentinus Edodes Sticks Based on Deep Learning Model

Table 4

Classification results of different models for Lentinus edodes stick diseases.

Model	Accuracy (%)	Precision	Recall	F1-score
The model proposed in this paper	94.27	0.9432	0.9412	0.9422
VGG16	85.80	0.8742	0.8571	0.8656
GoogLeNet	87.78	0.8505	0.8863	0.8680
ResNet50	89.59	0.9378	0.8728	0.9041
MobileNet v2	84.89	0.8564	0.8466	0.8515