Audio Classification on Urban Sound α = 1.0
56.95AccuracyFedMLAC
Evaluation results
| Method | Links | |
|---|---|---|
| FedMLAC#Clients=10, Active Ratio=20%, Model Homogeneity=homogeneous2025.06 | 56.95 | |
| FedKAD#Clients=10, Active Ratio=20%, Model Homogeneity=homogeneous2025.06 | 54.95 | |
| FedProx#Clients=10, Active Ratio=20%, Model Homogeneity=homogeneous2025.06 | 54.89 | |
| FedAvg#Clients=10, Active Ratio=20%, Model Homogeneity=homogeneous2025.06 | 54.64 | |
| FedOPT#Clients=10, Active Ratio=20%, Model Homogeneity=homogeneous2025.06 | 53.03 |