BEV Energy Prediction on eVED trip-disjoint (test)
35.86RMSERI-FedAvg (alpha=1)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RI-FedAvg (alpha=1)Number of clients=102026.02 | 35.86 | 23.74 | 14 | |
| FO-RI-FedAvgNumber of clients=102026.02 | 35.94 | 24.83 | 11.51 | |
| FedDynNumber of clients=102026.02 | 36.45 | 25.88 | 12.48 | |
| FedELNumber of clients=102026.02 | 36.8 | 25.55 | 13.54 | |
| MOONNumber of clients=102026.02 | 37.26 | 26.35 | 13.76 | |
| SCAFFOLDNumber of clients=102026.02 | 40.97 | 28.4 | 15.15 | |
| FedAdamNumber of clients=102026.02 | 41.21 | 28.74 | 15.85 | |
| FO-FedAvg (r(Ik)=0)Number of clients=102026.02 | 41.64 | 28.18 | 13.18 | |
| FedNovaNumber of clients=102026.02 | 43.75 | 30.75 | 16.72 | |
| FedProxNumber of clients=102026.02 | 45.68 | 30.39 | 16.37 | |
| FedAvgNumber of clients=102026.02 | 48.83 | 33.75 | 16.91 |