Genetic CFL: Hyperparameter Optimization in Clustered Federated Learning

Table 5

Performance comparison.

Algorithm	Rounds	MNIST	CIFAR-10
Genetic CFL	10	97.99	76.88
Byzantine robustness of CFL [31]	200	97.4	75.3
FedZip [32]	20	98.03	—
Iterative federated clustering [16]	—	95.25	81.51