An Efficient Method for Diagnosing Brain Tumors Based on MRI Images Using Deep Convolutional Neural Networks

Table 7

Accuracy of network architectures based on F1-score using ADAS optimization function.

CNN architectures	DenseNet201	ResNet152V2
F1-score	96.47%	96.86%
CNN architectures	MobileNetV3	VGG19
F1-score	97.65%	94.90%