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ResearchFormerly WizWand

Classification on DTC

0.99AUROCLightG
0.48040.61270.7450.8773Apr 2, 2026
Updated 7mo ago

Evaluation results

MethodLinks
LightGModel Category=Classical and Ensemble Models, AWARE=false2026.040.99
kNNPFNModel Category=Tabular In-Context Learning Models, AWARE=false2026.040.99
CatBModel Category=Classical and Ensemble Models, AWARE=false2026.040.987
LRModel Category=Classical and Ensemble Models, AWARE=false2026.040.984
TabPFNModel Category=Tabular In-Context Learning Models, AWARE=false2026.040.984
kNNPFNModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.040.984
TabDPTModel Category=Tabular In-Context Learning Models, AWARE=false2026.040.981
TabDPTModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.040.981
TromptModel Category=Deep Tabular Models, AWARE=false2026.040.948
XGBModel Category=Classical and Ensemble Models, AWARE=false2026.040.944
KNNModel Category=Classical and Ensemble Models, AWARE=false2026.040.938
MNCAModel Category=Deep Tabular Models, AWARE=false2026.040.937
TabMModel Category=Deep Tabular Models, AWARE=false2026.040.929
TabTModel Category=Deep Tabular Models, AWARE=false2026.040.92
ResNetModel Category=Deep Tabular Models, AWARE=false2026.040.914
MLPModel Category=Classical and Ensemble Models, AWARE=false2026.040.909
ExcelFModel Category=Deep Tabular Models, AWARE=false2026.040.869
TabNetModel Category=Deep Tabular Models, AWARE=false2026.040.69
KNNModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.040.5