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ResearchFormerly WizWand

Classification on SUPPORT2

98.4AUROCTabPFN
8890.793.496.1Apr 2, 2026
Updated 7mo ago

Evaluation results

MethodLinks
TabPFNModel Category=Tabular In-Context Learning Models, AWARE=false2026.0498.4
kNNPFNModel Category=Tabular In-Context Learning Models, AWARE=false2026.0498.4
TabDPTModel Category=Tabular In-Context Learning Models, AWARE=false2026.0498.4
kNNPFNModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.0498.4
CatBModel Category=Classical and Ensemble Models, AWARE=false2026.0498.2
TromptModel Category=Deep Tabular Models, AWARE=false2026.0498.2
TabDPTModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.0498.1
LightGModel Category=Classical and Ensemble Models, AWARE=false2026.0498
XGBModel Category=Classical and Ensemble Models, AWARE=false2026.0498
ExcelFModel Category=Deep Tabular Models, AWARE=false2026.0497.9
TabMModel Category=Deep Tabular Models, AWARE=false2026.0497.5
MNCAModel Category=Deep Tabular Models, AWARE=false2026.0497.4
ResNetModel Category=Deep Tabular Models, AWARE=false2026.0497.2
TabNetModel Category=Deep Tabular Models, AWARE=false2026.0497.2
MLPModel Category=Classical and Ensemble Models, AWARE=false2026.0496.9
TabTModel Category=Deep Tabular Models, AWARE=false2026.0496.2
LRModel Category=Classical and Ensemble Models, AWARE=false2026.0495.2
KNNModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.0493.1
KNNModel Category=Classical and Ensemble Models, AWARE=false2026.0488.4