Skin Lesion Classification on HAM10000 NID1_0.2 label/quantity skew
50.23AccuracyFedHPro
Evaluation Results
| Method | Links | |
|---|---|---|
| FedHPro2026.05 | 50.23 | |
| FedRCLFL Type=Parameter-based2026.05 | 48.6 | |
| FedSAExchange Protocol=Prototypes and model parameters2026.05 | 48.45 | |
| FedTGPExchange Protocol=Prototypes and model parameters2026.05 | 48.29 | |
| FedGMKD2026.05 | 47.97 | |
| MOON2026.05 | 47.33 | |
| FedProtoExchange Protocol=Prototypes and model parameters2026.05 | 46.35 | |
| FedProx2026.05 | 45.42 | |
| FedAvg2026.05 | 45.26 |