BEV Energy Prediction on VED trip-disjoint (test)
41.92RMSEFO-RI-FedAvg
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FO-RI-FedAvgNumber of clients=102026.02 | 41.92 | 27.17 | 13.6 | |
| FedELNumber of clients=102026.02 | 43.87 | 29.76 | 14.39 | |
| RI-FedAvg (alpha=1)Number of clients=102026.02 | 44.76 | 30.16 | 15.5 | |
| FedDynNumber of clients=102026.02 | 45.51 | 32.34 | 15.67 | |
| SCAFFOLDNumber of clients=102026.02 | 46.85 | 32.55 | 15.81 | |
| FO-FedAvg (r(Ik)=0)Number of clients=102026.02 | 48.29 | 31.79 | 15.96 | |
| FedAdamNumber of clients=102026.02 | 49.82 | 34.48 | 17.22 | |
| MOONNumber of clients=102026.02 | 49.93 | 31.47 | 14.88 | |
| FedProxNumber of clients=102026.02 | 50.25 | 35.33 | 16.86 | |
| FedNovaNumber of clients=102026.02 | 51.66 | 35.18 | 17.43 | |
| FedAvgNumber of clients=102026.02 | 55.62 | 38.13 | 18.82 |