DAFLNet: Dual Asymmetric Feature Learning Network for COVID-19 Disease Diagnosis in X-Rays

Table 4

Best accuracy of nine networks in the test set (%).

ID	Model	COVID-19	Normal	Pneumonia	Overall Acc.
M1	EfficientNetV2	98.4	97.50	97.56	97.23
M2	DenseNet121	98.08	97.45	97.18	96.85
M3	DenseNet169	97.91	97.12	97.12	96.58
M4	Eff-V2&D-121	98.35	97.94	98.15	97.61
M5	Eff-V2&D-169	99.13	97.77	97.77	97.34
M6	DAFFM-1	99.13	98.05	98.05	97.72
M7	DAFFM-2	99.51	98.53	98.48	98.26
M8	DAFLNet-1	99.62	99.08	99.02	98.86
M9	DAFLNet-2	99.62	99.13	98.86	98.81