Image Classification on CIFAR10 alpha=0
76.44AccuracyFedASAM + SWA
Evaluation results
| Method | Links | |
|---|---|---|
| FedASAM + SWAClients participation (K)=52022.03 | 76.44 | |
| FedASAM + SWAClients participation (K)=202022.03 | 76.36 | |
| FedASAMClients participation (K)=202022.03 | 76.09 | |
| FedASAM + SWAClients participation (K)=102022.03 | 75.51 | |
| FedSAM + SWAClients participation (K)=52022.03 | 74.97 | |
| FedASAMClients participation (K)=102022.03 | 74.1 | |
| FedSAM + SWAClients participation (K)=102022.03 | 73.73 | |
| FedASAMClients participation (K)=52022.03 | 73.66 | |
| FedSAM + SWAClients participation (K)=202022.03 | 73.06 | |
| FedSAMClients participation (K)=202022.03 | 72.9 | |
| FedSAMClients participation (K)=102022.03 | 71.09 | |
| FedAvg + SWAClients participation (K)=202022.03 | 70.19 | |
| FedSAMClients participation (K)=52022.03 | 70.16 | |
| FedAvg + SWAClients participation (K)=52022.03 | 69.71 | |
| FedAvg + SWAClients participation (K)=102022.03 | 69.54 | |
| FedAvgClients participation (K)=20, Local Epochs (E)=12022.03 | 68.52 | |
| FedAvgClients participation (K)=20, Local Epochs (E)=22022.03 | 66.36 | |
| FedAvgClients participation (K)=10, Local Epochs (E)=12022.03 | 65.54 | |
| FedAvgClients participation (K)=5, Local Epochs (E)=12022.03 | 65 | |
| FedAvgClients participation (K)=10, Local Epochs (E)=22022.03 | 62.22 | |
| FedAvgClients participation (K)=5, Local Epochs (E)=22022.03 | 61.49 |