Image Classification on MNIST Dir(0.1) (test)
94.22Test AccuracyAAggFF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AAggFFNumber of clients=50, Client participation=Full participation2025.08 | 94.22 | 0.09 | |
| FairLoss*Number of clients=50, Client participation=Full participation2025.08 | 94.12 | 0.08 | |
| FedAvgNumber of clients=50, Client participation=Full participation2025.08 | 94.1 | 0.08 | |
| q-FFLNumber of clients=50, Client participation=Full participation2025.08 | 94.1 | 0.08 | |
| FairLossNumber of clients=50, Client participation=Full participation2025.08 | 94.1 | 0.08 | |
| FairGradNumber of clients=50, Client participation=Full participation2025.08 | 94.09 | 0.08 | |
| FairGrad*Number of clients=50, Client participation=Full participation2025.08 | 94.08 | 0.07 | |
| AFLNumber of clients=50, Client participation=Full participation2025.08 | 93.57 | 0.28 |