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ResearchFormerly WizWand

Classification on GGCM

89.2AUROCTabM
48.43259.01669.680.184Apr 2, 2026
Updated 7mo ago

Evaluation results

MethodLinks
TabMModel Category=Deep Tabular Models, AWARE=false2026.0489.2
TabDPTModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.0488.6
TromptModel Category=Deep Tabular Models, AWARE=false2026.0488.3
TabPFNModel Category=Tabular In-Context Learning Models, AWARE=false2026.0488.3
TabDPTModel Category=Tabular In-Context Learning Models, AWARE=false2026.0488.3
MNCAModel Category=Deep Tabular Models, AWARE=false2026.0488.1
kNNPFNModel Category=Tabular In-Context Learning Models, AWARE=false2026.0488.1
kNNPFNModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.0488.1
LRModel Category=Classical and Ensemble Models, AWARE=false2026.0488
ExcelFModel Category=Deep Tabular Models, AWARE=false2026.0487.4
LightGModel Category=Classical and Ensemble Models, AWARE=false2026.0487.3
MLPModel Category=Classical and Ensemble Models, AWARE=false2026.0487.3
XGBModel Category=Classical and Ensemble Models, AWARE=false2026.0486.6
CatBModel Category=Classical and Ensemble Models, AWARE=false2026.0484.8
ResNetModel Category=Deep Tabular Models, AWARE=false2026.0484.5
TabTModel Category=Deep Tabular Models, AWARE=false2026.0484.4
KNNModel Category=Classical and Ensemble Models, AWARE=false2026.0482.1
TabNetModel Category=Deep Tabular Models, AWARE=false2026.0471.8
KNNModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.0450