Classification on MNIST homogeneous client partitions
97.33AccuracyMP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MPProtocol=Centralized2026.05 | 97.33 | 2.13 | |
| ANNProtocol=Centralized2026.05 | 97.24 | 5.15 | |
| BNNProtocol=Centralized2026.05 | 97.13 | 4.49 | |
| CBNNProtocol=Federated2026.05 | 97.05 | 6.21 | |
| FMPProtocol=Federated2026.05 | 97.05 | 4.06 | |
| CFMPProtocol=Federated2026.05 | 97 | 5.27 | |
| CANNProtocol=Federated2026.05 | 96.89 | 6.78 | |
| LMPProtocol=Local2026.05 | 96.43 | 6.83 | |
| LANNProtocol=Local2026.05 | 95.17 | 7.12 | |
| LBNNProtocol=Local2026.05 | 95.1 | 7.93 |