Table 3. Comparison of previous reported results with our proposed work.

Dataset used Author Method Used Accuracy
BreakHis Spanhol et al. [12] Artificial Neural Network 83.3%
Quadratic Discrimination Analysis 87.9%
SVM 86.1%
Random Forest 84.8%
BreakHis Deniz et al. [19] Transfer Learning 92.04%
BreakHis Spanhol et al. [20] CNN 92.03%
ICML Janowczyk et al. [21] CNN 76.5%
ICML Angel et al. [22] CNN 84.23%
BreakHis Our proposed model Efficient Net B3 94.10%
ICML Our proposed model Efficient Net B3 82.9%