Federated Image Classification on FEMNIST i.i.d.
14.79Test Error RateSuccessive Halving
Evaluation results
| Method | Links | |
|---|---|---|
| Successive HalvingWrapper method=Successive Halving (SHA), Target model=personalized, Tuning scope=server & client2021.06 | 14.79 | |
| FedExWrapper method=Successive Halving (SHA), Target model=personalized, Tuning scope=client (server tuned by SHA)2021.06 | 14.97 | |
| FedExWrapper method=Random Search (RS), Target model=personalized, Tuning scope=client (server tuned by RS)2021.06 | 16.31 | |
| Random SearchWrapper method=Random Search (RS), Target model=personalized, Tuning scope=server & client2021.06 | 17.45 | |
| Successive HalvingWrapper method=Successive Halving (SHA), Target model=global, Tuning scope=server & client2021.06 | 18.64 | |
| FedExWrapper method=Successive Halving (SHA), Target model=global, Tuning scope=client (server tuned by SHA)2021.06 | 19.22 | |
| FedExWrapper method=Random Search (RS), Target model=global, Tuning scope=client (server tuned by RS)2021.06 | 20.96 | |
| Random SearchWrapper method=Random Search (RS), Target model=global, Tuning scope=server & client2021.06 | 22.81 |