Image Classification on CIFAR10 alpha=100
84.88AccuracyFedASAM + SWA
Evaluation Results
| Method | Links | |
|---|---|---|
| FedASAM + SWAClients participation (K)=52022.03 | 84.88 | |
| FedSAMClients participation (K)=202022.03 | 84.82 | |
| FedASAM + SWAClients participation (K)=102022.03 | 84.8 | |
| FedASAM + SWAClients participation (K)=202022.03 | 84.79 | |
| FedASAMClients participation (K)=52022.03 | 84.77 | |
| FedASAMClients participation (K)=202022.03 | 84.75 | |
| FedASAMClients participation (K)=102022.03 | 84.72 | |
| FedSAMClients participation (K)=102022.03 | 84.67 | |
| FedSAM + SWAClients participation (K)=202022.03 | 84.63 | |
| FedAvgClients participation (K)=20, Local Epochs (E)=12022.03 | 84.59 | |
| FedSAMClients participation (K)=52022.03 | 84.58 | |
| FedAvgClients participation (K)=10, Local Epochs (E)=12022.03 | 84.5 | |
| FedAvg + SWAClients participation (K)=202022.03 | 84.47 | |
| FedAvgClients participation (K)=5, Local Epochs (E)=12022.03 | 84.46 | |
| FedSAM + SWAClients participation (K)=102022.03 | 84.37 | |
| FedAvg + SWAClients participation (K)=52022.03 | 84.35 | |
| FedAvg + SWAClients participation (K)=102022.03 | 84.32 | |
| FedSAM + SWAClients participation (K)=52022.03 | 84.23 | |
| FedAvgClients participation (K)=20, Local Epochs (E)=22022.03 | 84.21 | |
| FedAvgClients participation (K)=10, Local Epochs (E)=22022.03 | 84.1 | |
| FedAvgClients participation (K)=5, Local Epochs (E)=22022.03 | 83.93 |