Research on Strawberry Disease Diagnosis Based on Improved Residual Network Recognition Model

Table 1

Accuracy, recall, and F1 score of each model.

Model	Precision (%)				Recall (%)				F1 score
	hea	p-m	ant	l-s	hea	p-m	ant	l-s	hea	p-m	ant	l-s
G-ResNet50	99.5	98.6	99.2	97.7	100	97.5	99.5	98.4	99.8	98.1	99.4	98.1
InceptionV3	99.6	95.8	98.4	96.5	98.7	96.6	99.0	95.6	99.1	96.2	98.7	96.1
ResNet50	99.5	96.4	98.7	97.2	99.1	97.3	99.2	96.1	99.3	96.9	99.0	96.6
MobileNetV2	97.3	96.0	97.7	93.1	97.8	92.2	98.5	96.1	97.6	94.1	98.1	94.6
VGG16	97.0	97.8	98.7	92.2	99.1	91.5	98.7	97.2	98.0	94.6	98.7	94.6