ResearchBenchmarksMulti-label Classification on CheXpert Low non-IID level, Known AssociationFollow0.8029ROC AUCFLUX0.5705640.6308820.69120.751518Nov 27, 2025Evaluation ResultsMethodMethodLinksROC AUCFLUX2025.110.8029FLUX-prior2025.110.8022APFL2025.110.7462pFedMe2025.110.7093FedDrift2025.110.6746FedRC2025.110.6284FedEM2025.110.6269IFCA2025.110.6268CFL2025.110.6267FeSEM2025.110.6254FedAvg2025.110.5795