Image Classification on HAM10000 NID1, α=0.2
50.23AccuracyFedHPro
Evaluation results
| Method | Links | |
|---|---|---|
| FedHPro2026.05 | 50.23 | |
| FedRCLCommunication Protocol=Standard2026.05 | 48.6 | |
| FedSACommunication Protocol=Exchanging both prototypes and model parameters2026.05 | 48.45 | |
| FedTGPCommunication Protocol=Exchanging both prototypes and model parameters2026.05 | 48.29 | |
| FedGMKDCommunication Protocol=Standard2026.05 | 47.97 | |
| MOONCommunication Protocol=Standard2026.05 | 47.33 | |
| FedProtoCommunication Protocol=Exchanging both prototypes and model parameters2026.05 | 46.35 | |
| FedProxCommunication Protocol=Standard2026.05 | 45.42 | |
| FedAvgCommunication Protocol=Standard2026.05 | 45.26 |