Image Classification on CIFAR10 (Communication & Speedup Metrics)
123Communication RoundsHiCS-FL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HiCS-FLTarget test accuracy (acc)=0.6, Concentration parameter setting=(2)2023.09 | 123 | 7.3 | |
| FedCorTarget test accuracy (acc)=0.6, Concentration parameter setting=(2)2023.09 | 711 | 1.3 | |
| CSTarget test accuracy (acc)=0.6, Concentration parameter setting=(2)2023.09 | 748 | 1.2 | |
| RandomTarget test accuracy (acc)=0.6, Concentration parameter setting=(2)2023.09 | 898 | 1 | |
| pow-dTarget test accuracy (acc)=0.6, Concentration parameter setting=(2)2023.09 | 1,037 | 0.9 | |
| DivFLTarget test accuracy (acc)=0.6, Concentration parameter setting=(2)2023.09 | 1,417 | 0.6 |