Classification on Federated Learning Convergence IID alpha = infinity (train)
234R95SafeLM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SafeLMK=500, Distribution=IID2026.04 | 234 | 467 | 97.7 | 6.54 | |
| SafeLMK=100, Distribution=IID2026.04 | 178 | 356 | 97.9 | 4.98 | |
| DP-SGDK=50, Distribution=IID2026.04 | 163 | 341 | 93.8 | 129.15 | |
| signSGDK=50, Distribution=IID2026.04 | 156 | 312 | 97.8 | 4.4 | |
| SafeLMK=50, Distribution=IID2026.04 | 145 | 289 | 98 | 4.05 | |
| FedAvgK=50, Distribution=IID2026.04 | 142 | 287 | 98.2 | 129.15 | |
| SafeLMK=10, Distribution=IID2026.04 | 98 | 201 | 98.1 | 2.81 |