Attention-enhanced architecture for improved pneumonia detection in chest X-ray images

BMC Medical Imaging

Table 2 Performance Metrics for Different Models

Model	Accuracy	F1 Score	Precision	Recall	Sensitivity	Specificity
Efficient-b2	0.8872	0.9372	0.9932	0.8872	0.5264	0.8872
Resnet34	0.8944	0.9442	1	0.8944	0.495	0.8944
our improved Resnet50	0.9868	0.9825	0.9989	0.9668	0.5344	0.9668
Swin Transformer	0.8591	0.9173	0.9908	0.8541	0.5341	0.8591
Vision Transformer	0.8373	0.9055	0.9859	0.8373	0.5311	0.8373

ISSN: 1471-2342