EfficientNet models (or approach) has gained the new state of the art accuracy for 5 out of the 8 datasets, with 9.6 times fewer parameters on average.
EfficientNetB7 achieved the best accuracy for this case
For 20 epoh gained 0.90 accuracy,precision, recall, and f1 score.
