Table 3.

Evaluation metrics of seven-classification task on the Herlev dataset for five classic networks.

Network	Acc/%	Pre/%	Spe/%	Rec/%	F1-score/%	FLOPs/G	Params/M
AlexNet	59.46	64.81	93.10	65.66	62.31	0.71	57.03
ResNet50	77.84	82.54	96.09	79.70	80.39	4.13	23.52
ShuffleNet V2	72.79	77.87	95.26	76.02	76.74	0.44	0.35
MobileNetV2	78.02	81.19	96.18	80.04	80.35	0.33	2.23
DenseNet121	85.33	85.23	97.55	85.26	85.11	2.90	6.96