Federated Image Classification on CIFAR-10 (i.i.d.)
20.82Test ErrorFedEx
Evaluation results
| Method | Links | |
|---|---|---|
| FedExWrapper method=Successive Halving (SHA), Target model=global, Tuning scope=client (server tuned by SHA)2021.06 | 20.82 | |
| Successive HalvingWrapper method=Successive Halving (SHA), Target model=global, Tuning scope=server & client2021.06 | 21.62 | |
| FedExWrapper method=Successive Halving (SHA), Target model=personalized, Tuning scope=client (server tuned by SHA)2021.06 | 21.77 | |
| Successive HalvingWrapper method=Successive Halving (SHA), Target model=personalized, Tuning scope=server & client2021.06 | 24.81 | |
| Random SearchWrapper method=Random Search (RS), Target model=global, Tuning scope=server & client2021.06 | 30.46 | |
| FedExWrapper method=Random Search (RS), Target model=global, Tuning scope=client (server tuned by RS)2021.06 | 34.83 | |
| Random SearchWrapper method=Random Search (RS), Target model=personalized, Tuning scope=server & client2021.06 | 34.89 | |
| FedExWrapper method=Random Search (RS), Target model=personalized, Tuning scope=client (server tuned by RS)2021.06 | 39.13 |