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ResearchFormerly WizWand

Classification on Kidney

100AUROCTabPFN
4861.57588.5Apr 2, 2026
Updated 7mo ago

Evaluation results

MethodLinks
TabPFNModel Category=Tabular In-Context Learning Models, AWARE=false2026.04100
TabDPTModel Category=Tabular In-Context Learning Models, AWARE=false2026.04100
TabDPTModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.04100
MNCAModel Category=Deep Tabular Models, AWARE=false2026.0495.8
kNNPFNModel Category=Tabular In-Context Learning Models, AWARE=false2026.0495.8
LightGModel Category=Classical and Ensemble Models, AWARE=false2026.0493.8
TromptModel Category=Deep Tabular Models, AWARE=false2026.0491.7
XGBModel Category=Classical and Ensemble Models, AWARE=false2026.0490.6
ResNetModel Category=Deep Tabular Models, AWARE=false2026.0485.4
KNNModel Category=Classical and Ensemble Models, AWARE=false2026.0483.3
TabMModel Category=Deep Tabular Models, AWARE=false2026.0483.3
LRModel Category=Classical and Ensemble Models, AWARE=false2026.0481.2
kNNPFNModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.0481.2
CatBModel Category=Classical and Ensemble Models, AWARE=false2026.0479.2
TabTModel Category=Deep Tabular Models, AWARE=false2026.0477.1
ExcelFModel Category=Deep Tabular Models, AWARE=false2026.0472.9
TabNetModel Category=Deep Tabular Models, AWARE=false2026.0466.7
MLPModel Category=Classical and Ensemble Models, AWARE=false2026.0456.2
KNNModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.0450