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ResearchFormerly WizWand

Multi-label Classification on CheXpert Local (test)

0.7747Dir (1)PERADA
0.6417880.6762940.71080.745306Feb 13, 2023
Updated 8mo ago

Evaluation results

MethodLinks
PERADAPersonalization=Adapter2023.020.77470.7698
PERADA W/O KDPersonalization=Adapter2023.020.77450.7677
FEDALTPersonalization=Adapter2023.020.72520.7213
FEDSIMPersonalization=Adapter2023.020.720.7175
APFLPersonalization=Full2023.020.69210.6898
FEDBNPersonalization=BN2023.020.69090.6874
DITTOPersonalization=Full2023.020.68650.6879
FEDSIMPersonalization=Output2023.020.68510.6822
FEDALTPersonalization=Output2023.020.68310.6827
FEDALTPersonalization=Input2023.020.67740.6763
FEDSIMPersonalization=Input2023.020.67650.6749
FEDREPPersonalization=Output2023.020.66420.6666
LG-FEDAVGPersonalization=Feat. extractor2023.020.65770.6578
MTLPersonalization=Full2023.020.65180.6515
PFEDMEPersonalization=Full2023.020.6480.6507
STANDALONEPersonalization=Full2023.020.64690.6506