Audio Classification on Urban Sound α = 0.1
52.86AccuracyFedMLAC
Evaluation results
| Method | Links | |
|---|---|---|
| FedMLAC#Clients=10, Active Ratio=20%, Model Homogeneity=homogeneous2025.06 | 52.86 | |
| FedKAD#Clients=10, Active Ratio=20%, Model Homogeneity=homogeneous2025.06 | 51.92 | |
| FedProx#Clients=10, Active Ratio=20%, Model Homogeneity=homogeneous2025.06 | 50.62 | |
| FedAvg#Clients=10, Active Ratio=20%, Model Homogeneity=homogeneous2025.06 | 50.43 | |
| FedOPT#Clients=10, Active Ratio=20%, Model Homogeneity=homogeneous2025.06 | 48.92 |