Multi-label Classification on CheXpert (ROC AUC)
79.4ROC AUCFLUX
Evaluation Results
| Method | Links | |
|---|---|---|
| FLUXprotocol=Known Association2025.11 | 79.4 | |
| FLUX-priorprotocol=Known Association2025.11 | 79.3 | |
| FLUXprotocol=Test Phase2025.11 | 78.6 | |
| FLUX-priorprotocol=Test Phase2025.11 | 78.5 | |
| APFLprotocol=Known Association2025.11 | 72.3 | |
| pFedMeprotocol=Known Association2025.11 | 69.4 | |
| APFLprotocol=Test Phase2025.11 | 64 | |
| FedDriftprotocol=Known Association2025.11 | 61.6 | |
| FedDriftprotocol=Test Phase2025.11 | 61.6 | |
| FeSEMprotocol=Known Association2025.11 | 59 | |
| FedRCprotocol=Known Association2025.11 | 58.8 | |
| IFCAprotocol=Known Association2025.11 | 58.5 | |
| IFCAprotocol=Test Phase2025.11 | 58.5 | |
| FedEMprotocol=Known Association2025.11 | 58.5 | |
| FedEMprotocol=Test Phase2025.11 | 58.5 | |
| CFLprotocol=Known Association2025.11 | 58.5 | |
| CFLprotocol=Test Phase2025.11 | 58.5 | |
| FedRCprotocol=Test Phase2025.11 | 58.3 | |
| FeSEMprotocol=Test Phase2025.11 | 58.3 | |
| FedAvgprotocol=Known Association2025.11 | 56.1 | |
| FedAvgprotocol=Test Phase2025.11 | 56.1 |