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ResearchFormerly WizWand

Regression on ACSIncome (test)

0.332RMSEOracle ERM
0.271560.679531.08751.49547Jun 2, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Oracle ERMModel Selection=Oracle2024.060.332
MC-PseudolabelModel Selection=Oracle2024.060.411
MC-PseudolabelModel Selection=Worst2024.060.425
MC-PseudolabelModel Selection=ID2024.060.428
GroupDROModel Selection=Oracle2024.060.433
IB-IRMModel Selection=Oracle2024.060.438
GroupDROModel Selection=Worst2024.060.449
CLOVEModel Selection=Oracle2024.060.45
FishrModel Selection=Oracle2024.060.45
ERMModel Selection=Oracle2024.060.452
MIPModel Selection=Worst2024.060.454
MIPModel Selection=Oracle2024.060.454
CLOVEModel Selection=Worst2024.060.454
CLOVEModel Selection=ID2024.060.455
MRIModel Selection=Oracle2024.060.455
FishrModel Selection=Worst2024.060.455
MIPModel Selection=ID2024.060.457
MRIModel Selection=ID2024.060.458
MRIModel Selection=Worst2024.060.458
REXModel Selection=Oracle2024.060.458
FishrModel Selection=ID2024.060.458
IB-IRMModel Selection=ID2024.060.463
IB-IRMModel Selection=Worst2024.060.463
REXModel Selection=Worst2024.060.464
IRMModel Selection=Oracle2024.060.465
IRMModel Selection=ID2024.060.466
IRMModel Selection=Worst2024.060.466
REXModel Selection=ID2024.060.466
GroupDROModel Selection=ID2024.060.481
ERMModel Selection=ID2024.060.487
ERMModel Selection=Worst2024.060.487
IDGMModel Selection=ID2024.061.843
IDGMModel Selection=Worst2024.061.843
IDGMModel Selection=Oracle2024.061.843