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 |