Federated Learning Classification on Tiny-ImageNet IID (test)
36.53AccuracyFedDC+MAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedDC+MANRegularizer=MAN2025.12 | 36.53 | 61 | |
| FedSpeed+MANRegularizer=MAN2025.12 | 33.02 | 98 | |
| FedDyn+MANRegularizer=MAN2025.12 | 32.31 | 108 | |
| FedASAM+MANRegularizer=MAN2025.12 | 31.7 | 93 | |
| FedSAM+MANRegularizer=MAN2025.12 | 31.4 | 82 | |
| FedDCRegularizer=None2025.12 | 31.21 | 201 | |
| FedSpeedRegularizer=None2025.12 | 29.65 | 363 | |
| FedDynRegularizer=None2025.12 | 29.41 | 350 | |
| FedAvg+MANRegularizer=MAN2025.12 | 29.11 | 182 | |
| FedSAMRegularizer=None2025.12 | 23.97 | 500 | |
| FedASAMRegularizer=None2025.12 | 23.96 | 500 | |
| FedAvgRegularizer=None2025.12 | 23.75 | 500 |