Audio Classification on Urban Sound α = 0.5
55.61AccuracyFedMLAC
Evaluation results
| Method | Links | |
|---|---|---|
| FedMLAC#Clients=10, Active Ratio=20%, Model Homogeneity=homogeneous2025.06 | 55.61 | |
| FedKAD#Clients=10, Active Ratio=20%, Model Homogeneity=homogeneous2025.06 | 53.88 | |
| FedProx#Clients=10, Active Ratio=20%, Model Homogeneity=homogeneous2025.06 | 53.61 | |
| FedAvg#Clients=10, Active Ratio=20%, Model Homogeneity=homogeneous2025.06 | 53.43 | |
| FedOPT#Clients=10, Active Ratio=20%, Model Homogeneity=homogeneous2025.06 | 51.77 |