Image Classification on FEMNIST (i.i.d.)
14.79Test ErrorSHA (server & client)
Evaluation Results
| Method | Links | |
|---|---|---|
| SHA (server & client)Wrapper method=Successive Halving (SHA), Target model=personalized2021.06 | 14.79 | |
| FedExWrapper method=Successive Halving (SHA), Target model=personalized2021.06 | 14.97 | |
| FedExWrapper method=Random Search (RS), Target model=personalized2021.06 | 16.31 | |
| RS (server & client)Wrapper method=Random Search (RS), Target model=personalized2021.06 | 17.45 | |
| SHA (server & client)Wrapper method=Successive Halving (SHA), Target model=global2021.06 | 18.64 | |
| FedExWrapper method=Successive Halving (SHA), Target model=global2021.06 | 19.22 | |
| FedExWrapper method=Random Search (RS), Target model=global2021.06 | 20.96 | |
| RS (server & client)Wrapper method=Random Search (RS), Target model=global2021.06 | 22.81 |