Skin Lesion Classification on HAM10000 NID2 label quantity skew
46.17AccuracyFedHPro
Evaluation Results
| Method | Links | |
|---|---|---|
| FedHPro2026.05 | 46.17 | |
| FedSAExchange Protocol=Prototypes and model parameters2026.05 | 44.85 | |
| FedRCLFL Type=Parameter-based2026.05 | 44.36 | |
| FedTGPExchange Protocol=Prototypes and model parameters2026.05 | 44.26 | |
| FedGMKD2026.05 | 44.2 | |
| MOON2026.05 | 43.1 | |
| FedProtoExchange Protocol=Prototypes and model parameters2026.05 | 42.45 | |
| FedAvg2026.05 | 41.54 | |
| FedProx2026.05 | 41.21 |