Image Classification on CIFAR100 alpha=0
42.64AccuracyFedASAM + SWA
Evaluation results
| Method | Links | |
|---|---|---|
| FedASAM + SWAClients participation (K)=102022.03 | 42.64 | |
| FedASAM + SWAClients participation (K)=52022.03 | 42.01 | |
| FedASAM + SWAClients participation (K)=202022.03 | 41.62 | |
| FedASAMClients participation (K)=202022.03 | 40.81 | |
| FedAvg + SWAClients participation (K)=202022.03 | 39.85 | |
| FedASAMClients participation (K)=102022.03 | 39.76 | |
| FedAvg + SWAClients participation (K)=102022.03 | 39.74 | |
| FedSAM + SWAClients participation (K)=102022.03 | 39.51 | |
| FedAvg + SWAClients participation (K)=52022.03 | 39.34 | |
| FedSAM + SWAClients participation (K)=52022.03 | 39.3 | |
| FedSAM + SWAClients participation (K)=202022.03 | 39.24 | |
| FedAvgClients participation (K)=20, Local Epochs (E)=12022.03 | 38.59 | |
| FedSAMClients participation (K)=202022.03 | 38.56 | |
| FedSAMClients participation (K)=102022.03 | 36.93 | |
| FedAvgClients participation (K)=10, Local Epochs (E)=12022.03 | 36.74 | |
| FedASAMClients participation (K)=52022.03 | 36.04 | |
| FedAvgClients participation (K)=20, Local Epochs (E)=22022.03 | 35.18 | |
| FedAvgClients participation (K)=10, Local Epochs (E)=22022.03 | 31.81 | |
| FedSAMClients participation (K)=52022.03 | 31.04 | |
| FedAvgClients participation (K)=5, Local Epochs (E)=12022.03 | 30.25 | |
| FedAvgClients participation (K)=5, Local Epochs (E)=22022.03 | 24.94 |