Image Classification on HAM10000 NID2
46.17AccuracyFedHPro
Evaluation results
| Method | Links | |
|---|---|---|
| FedHPro2026.05 | 46.17 | |
| FedSACommunication Protocol=Exchanging both prototypes and model parameters2026.05 | 44.85 | |
| FedRCLCommunication Protocol=Standard2026.05 | 44.36 | |
| FedTGPCommunication Protocol=Exchanging both prototypes and model parameters2026.05 | 44.26 | |
| FedGMKDCommunication Protocol=Standard2026.05 | 44.2 | |
| MOONCommunication Protocol=Standard2026.05 | 43.1 | |
| FedProtoCommunication Protocol=Exchanging both prototypes and model parameters2026.05 | 42.45 | |
| FedAvgCommunication Protocol=Standard2026.05 | 41.54 | |
| FedProxCommunication Protocol=Standard2026.05 | 41.21 |