Federated Learning Classification on CIFAR-100 IID (test)
56.77AccuracyFedDC+MAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedDC+MANRegularizer=MAN2025.12 | 56.77 | 156 | |
| FedSpeed+MANRegularizer=MAN2025.12 | 55.89 | 163 | |
| FedDyn+MANRegularizer=MAN2025.12 | 55.83 | 157 | |
| FedDCRegularizer=None2025.12 | 53.25 | 289 | |
| FedSAM+MANRegularizer=MAN2025.12 | 52.85 | 301 | |
| FedAvg+MANRegularizer=MAN2025.12 | 52.59 | 224 | |
| FedASAM+MANRegularizer=MAN2025.12 | 52.41 | 296 | |
| FedSpeedRegularizer=None2025.12 | 50.95 | 439 | |
| FedDynRegularizer=None2025.12 | 50.04 | 500 | |
| FedASAMRegularizer=None2025.12 | 44.18 | 500 | |
| FedSAMRegularizer=None2025.12 | 41.31 | 500 | |
| FedAvgRegularizer=None2025.12 | 39.4 | 500 |