Identification of Pneumonia in Chest X-Ray Image Based on Transformer

Table 3

Comparison of the models based on different backbone network on data set 1.

	Backbone network	Validate-accuracy (%)
Wang, et al. [9]	AlexNet	54.9
Wang et al. [9]	GoogLeNet	59.9
Wang et al. [9]	VGGNet-16	51.0
Wang et al. [9]	ResNet-50	63.3
Yao et al. [10]	DenseNet	71.3
Rajpurkar et al. [11]	DenseNet-121	76.3
This paper	SwinTransformer	87.3