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Binary Classification on cylinder-bands (CB) (test)

0.896AUROC

MambaTab-T

Updated 4d ago

Evaluation Results

Method	Links
MambaTab-T 2024.01		0.896
XGBoost 2022.05		0.892
XGBoost 2024.01		0.892
FT-Trans 2022.05		0.862
FT-Trans 2024.01		0.862
MambaTab-D 2024.01		0.862
MambaTab-D 2024.01		0.86
TabTrans 2022.05		0.855
TabTrans 2024.01		0.855
TransTab 2022.05		0.851
TransTab 2024.01		0.851
UniTabE-S 2024.01		0.85
DCN 2022.05		0.848
DCN 2024.01		0.848
AutoInt 2022.05		0.808
AutoInt 2024.01		0.808
TransTab 2024.01		0.791
TabTrans 2024.01		0.784
XGBoost 2024.01		0.778
DCN 2024.01		0.778
VIME 2022.05		0.769
VIME 2024.01		0.769
AutoInt 2024.01		0.769
VIME 2024.01		0.769
FT-Trans 2024.01		0.768
LR 2022.05		0.748
LR 2024.01		0.748
LR 2024.01		0.727
SCARF 2022.05		0.719
SCARF 2024.01		0.719
SCARF 2024.01		0.703
TabNet 2022.05		0.68
TabNet 2024.01		0.68
SNN 2024.01		0.644
MLP 2024.01		0.631
SNN 2022.05		0.621
SNN 2024.01		0.621
MLP 2022.05		0.613
MLP 2024.01		0.613
TabNet 2024.01		0.571