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

Table 4

Comparison of the models based on different backbone network on data set 2.

	Backbone network	Validate-accuracy (%)
Sharma et al. [13]	—	92.8
Grzegorz on Kaggle	ResNet	94
This paper	SwinTransformer	97.2

https://www.kaggle.com/datasets/paultimothymooney/chest-xray-pneumonia/discussion/313883.