Communication Efficiency on Mini-ImageNet (Image Classification)
86Communication RoundsHiCS-FL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HiCS-FLTarget test accuracy (acc)=0.5, Concentration parameter setting=(2)2023.09 | 86 | 2.2 | |
| CSTarget test accuracy (acc)=0.5, Concentration parameter setting=(2)2023.09 | 186 | 1 | |
| RandomTarget test accuracy (acc)=0.5, Concentration parameter setting=(2)2023.09 | 191 | 1 | |
| FedCorTarget test accuracy (acc)=0.5, Concentration parameter setting=(2)2023.09 | 229 | 0.8 | |
| pow-dTarget test accuracy (acc)=0.5, Concentration parameter setting=(2)2023.09 | 432 | 0.4 | |
| DivFLTarget test accuracy (acc)=0.5, Concentration parameter setting=(2)2023.09 | 726 | 0.3 |