Image Classification on FMNIST (Efficiency Metrics)
60Communication RoundsHiCS-FL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HiCS-FLTarget test accuracy (acc)=0.75, Concentration parameter setting=(2)2023.09 | 60 | 2.5 | |
| pow-dTarget test accuracy (acc)=0.75, Concentration parameter setting=(2)2023.09 | 79 | 1.8 | |
| FedCorTarget test accuracy (acc)=0.75, Concentration parameter setting=(2)2023.09 | 88 | 1.7 | |
| CSTarget test accuracy (acc)=0.75, Concentration parameter setting=(2)2023.09 | 114 | 1.3 | |
| RandomTarget test accuracy (acc)=0.75, Concentration parameter setting=(2)2023.09 | 149 | 1 | |
| DivFLTarget test accuracy (acc)=0.75, Concentration parameter setting=(2)2023.09 | 478 | 0.3 |