Personalized Federated Learning on FEMNIST (test)
76.24Top 10% Most Samples AccuracySelf-FL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Self-FLlocal training steps=adaptive, maximum local steps (l_max)=40, batch size=10, learning rate=0.012022.04 | 76.24 | 37.01 | |
| PerFedAvglocal training steps=20, batch size=10, learning rate=0.012022.04 | 74.95 | 24.51 | |
| pFedMelocal training steps=20, batch size=10, learning rate=0.012022.04 | 72.76 | 17.97 | |
| DITTOlocal training steps=20, batch size=10, learning rate=0.012022.04 | 70.58 | 0 | |
| FedAvglocal training steps=20, batch size=10, learning rate=0.012022.04 | 70.48 | 0 |