A COVID-19 Auxiliary Diagnosis Based on Federated Learning and Blockchain

Table 5

The accuracy of three methods on COVID-19 dataset.

Method	Centralized training	FB-COVID-19 AD IID	FL-FedAvg IID	FB-COVID-19 AD non-IID	FL-FedAvg non-IID
	0.901	0.903	0.881	0.728	0.738
	0.931	0.923	0.892	0.847	0.835
	0.960	0.931	0.923	0.917	0.903
	0.946	0.933	0.929	0.932	0.923
	0.963	0.947	0.940	0.933	0.923