Classification on Federated Learning Convergence Non-IID Dir. α = 0.1 (train)
264R95 ConvergenceSafeLM+FedProx
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SafeLM+FedProxK=50, Distribution=Dir. α = 0.12026.04 | 264 | 563 | 95.1 | 7.88 | |
| SafeLMK=50, Distribution=Dir. α = 0.12026.04 | 287 | 612 | 94.2 | 8.57 | |
| FedAvgK=50, Distribution=Dir. α = 0.12026.04 | 312 | 687 | 93.8 | 309.15 | |
| signSGDK=50, Distribution=Dir. α = 0.12026.04 | 334 | 721 | 92.1 | 10.16 |