Figure 8
The bar graph compares model size in megabytes and F1-score across four architectures: V G G 16, ResNet 50, MobileNet, and Inception. The x-axis lists the architectures, while the left y-axis measures the F1-score ranging from 0 to 1, and the right y-axis measures the model size in megabytes ranging from 0 to 100. V G G 16 has an F1-score of 0.77 and a model size of 89 megabytes. ResNet 50 has an F1-score of 0.86 and a model size of 113 megabytes. MobileNet has an F1-score of 0.76 and a model size of 26 megabytes. Inception has an F1-score of 0.89 and a model size of 57 megabytes. The line plot indicates a trend in model size across the architectures. All values are approximated.Comparison of model size (line plot, right axis) and F1-score (bar plot, left axis) across the evaluated architectures