Image Classification on MNIST Dir(0.05) (test)
95.12Test AccuracyAAggFF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AAggFFNumber of clients=50, Client participation=Full participation2025.08 | 95.12 | 0.07 | |
| q-FFLNumber of clients=50, Client participation=Full participation2025.08 | 95.01 | 0.06 | |
| AFLNumber of clients=50, Client participation=Full participation2025.08 | 94.54 | 0.3 | |
| FedAvgNumber of clients=50, Client participation=Full participation2025.08 | 94.42 | 0.07 | |
| FairLossNumber of clients=50, Client participation=Full participation2025.08 | 94.42 | 0.07 | |
| FairLoss*Number of clients=50, Client participation=Full participation2025.08 | 94.31 | 0.05 | |
| FairGradNumber of clients=50, Client participation=Full participation2025.08 | 94.31 | 0.05 | |
| FairGrad*Number of clients=50, Client participation=Full participation2025.08 | 94.31 | 0.05 |