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Binary Classification on income IC 1995 (test)

0.925AUROC

XGBoost

Updated 4d ago

Evaluation Results

Method	Links
XGBoost 2022.05		0.925
XGBoost 2024.01		0.925
MambaTab-T 2024.01		0.92
TransTab 2022.05		0.919
TransTab 2024.01		0.919
AutoInt 2022.05		0.916
AutoInt 2024.01		0.916
DCN 2022.05		0.915
FT-Trans 2022.05		0.915
DCN 2024.01		0.915
FT-Trans 2024.01		0.915
VIME 2022.05		0.908
VIME 2024.01		0.908
MambaTab-D 2024.01		0.908
MambaTab-D 2024.01		0.906
SCARF 2022.05		0.905
SCARF 2024.01		0.905
XGBoost 2024.01		0.898
TransTab 2024.01		0.897
TabNet 2022.05		0.896
TabNet 2024.01		0.896
MLP 2022.05		0.893
MLP 2024.01		0.893
SNN 2022.05		0.892
SNN 2024.01		0.892
DCN 2024.01		0.891
FT-Trans 2024.01		0.889
AutoInt 2024.01		0.887
SCARF 2024.01		0.887
MLP 2024.01		0.885
TabTrans 2022.05		0.882
TabTrans 2024.01		0.882
TabNet 2024.01		0.882
SNN 2024.01		0.881
VIME 2024.01		0.881
LR 2022.05		0.86
LR 2024.01		0.86
TabTrans 2024.01		0.828
LR 2024.01		0.825