Audio Classification on Urban Sound α = 0.3
54.29AccuracyFedMLAC
Evaluation results
| Method | Links | |
|---|---|---|
| FedMLAC#Clients=10, Active Ratio=20%, Model Homogeneity=homogeneous2025.06 | 54.29 | |
| FedKAD#Clients=10, Active Ratio=20%, Model Homogeneity=homogeneous2025.06 | 52.46 | |
| FedProx#Clients=10, Active Ratio=20%, Model Homogeneity=homogeneous2025.06 | 52.07 | |
| FedAvg#Clients=10, Active Ratio=20%, Model Homogeneity=homogeneous2025.06 | 51.83 | |
| FedOPT#Clients=10, Active Ratio=20%, Model Homogeneity=homogeneous2025.06 | 50.36 |