Table 6.

Ablation analysis experimental results on the BreakHis dataset.

Model	Mixup	ResNet-50	Transformer	EC	AFC	Accuracy	F1 score
A	×	✓	×	×	×	86.58	87.26
B	×	×	×	×	×	84.33	84.95
C	×	✓	×	×	×	88.75	88.69
D	×	✓	✓	×	×	93.56	94.07
E	×	✓	×	✓	×	94.33	94.34
F	×	✓	✓	×	✓	96.64	96.38
G	×	✓	✓	✓	✓	97.12	97
MVT-OFML	✓	✓	✓	✓	✓	98.65	98.83