Federated Image Classification on FEMNIST non-i.i.d. (test)
14.76Test ErrorFedEx
Evaluation results
| Method | Links | |
|---|---|---|
| FedExWrapper method=Successive Halving (SHA), Target model=personalized, Tuning scope=client (server tuned by SHA)2021.06 | 14.76 | |
| Successive HalvingWrapper method=Successive Halving (SHA), Target model=personalized, Tuning scope=server & client2021.06 | 14.78 | |
| FedExWrapper method=Random Search (RS), Target model=personalized, Tuning scope=client (server tuned by RS)2021.06 | 15.93 | |
| Random SearchWrapper method=Random Search (RS), Target model=personalized, Tuning scope=server & client2021.06 | 17.77 | |
| FedExWrapper method=Successive Halving (SHA), Target model=global, Tuning scope=client (server tuned by SHA)2021.06 | 19.43 | |
| Successive HalvingWrapper method=Successive Halving (SHA), Target model=global, Tuning scope=server & client2021.06 | 20.3 | |
| FedExWrapper method=Random Search (RS), Target model=global, Tuning scope=client (server tuned by RS)2021.06 | 22.3 | |
| Random SearchWrapper method=Random Search (RS), Target model=global, Tuning scope=server & client2021.06 | 22.98 |