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ResearchFormerly WizWand

Verification on Simulation Distribution Shift (test)

88.3AUCERM
71.76476.05780.3584.643Nov 30, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ERMmixture ratio (p)=0.32023.1188.3
Hiermixture ratio (p)=0.32023.1188.2
VarAUCmixture ratio (p)=0.32023.1188.1
IRMmixture ratio (p)=0.32023.1188
VarRExmixture ratio (p)=0.32023.1188
CLOVEmixture ratio (p)=0.32023.1187.8
VarAUCmixture ratio (p)=0.12023.1183.8
VarRExmixture ratio (p)=0.12023.1181.1
Hiermixture ratio (p)=0.12023.1181
ERMmixture ratio (p)=0.12023.1180.8
CLOVEmixture ratio (p)=0.12023.1180.7
IRMmixture ratio (p)=0.12023.1180.6
VarAUCmixture ratio (p)=0.052023.1176.7
CLOVEmixture ratio (p)=0.052023.1174.5
ERMmixture ratio (p)=0.052023.1173.1
VarRExmixture ratio (p)=0.052023.1172.9
Hiermixture ratio (p)=0.052023.1172.7
IRMmixture ratio (p)=0.052023.1172.4