An Improved EfficientNetV2 Model Based on Visual Attention Mechanism: Application to Identification of Cassava Disease

Table 10

Average precision, average recall, average specificity, and top 1 accuracy of various models.

Model	Precision (%)	Recall (%)	Specificity (%)	Top1 Acc (%)
AlexNet	81	81.2	89.6	80.8
VGG16	81.6	82	90.32	81.7
GoogLeNet	85.9	85.84	92.1	85.7
ResNet34	86	86.12	93.22	86.06
RegNetX	85.7	85.74	92.5	85.83
RegNetY	86.05	86	93.1	86.02
EfficientNetV2	87.36	88.2	95.2	87.4
PDRNet	88.01	87.84	98.34	88.1