Image Classification on HAM10000 NID1, α=0.5
52.79AccuracyFedHPro
Evaluation results
| Method | Links | |
|---|---|---|
| FedHPro2026.05 | 52.79 | |
| FedSACommunication Protocol=Exchanging both prototypes and model parameters2026.05 | 51.28 | |
| FedRCLCommunication Protocol=Standard2026.05 | 51.1 | |
| FedTGPCommunication Protocol=Exchanging both prototypes and model parameters2026.05 | 50.77 | |
| FedGMKDCommunication Protocol=Standard2026.05 | 50.49 | |
| MOONCommunication Protocol=Standard2026.05 | 50.24 | |
| FedProtoCommunication Protocol=Exchanging both prototypes and model parameters2026.05 | 49.7 | |
| FedAvgCommunication Protocol=Standard2026.05 | 48.68 | |
| FedProxCommunication Protocol=Standard2026.05 | 48.55 |