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Table 9 Performance of the DDC-P system with the comparison models

From: A cell P system with membrane division and dissolution rules for soybean leaf disease recognition

Model

Accuracy (%)

Precision

Recall

F1

DenseNet121

91.40%

0.9299

0.9014

0.9133

ResNet101

81.87%

0.8599

0.8072

0.8143

MobileNetV2

82.38%

0.8429

0.8399

0.8275

EfficientNetB0

89.53%

0.8940

0.8821

0.8870

InceptionV3

89.84%

0.9292

0.8771

0.8944

DDC-P system

94.40%

0.9443

0.9411

0.9425