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ResearchFormerly WizWand

Classification (AUROC) on AIDS

71.8AUROCTrompt
64.5266.4168.370.19Apr 2, 2026
Updated 7mo ago

Evaluation results

MethodLinks
TromptModel Category=Deep Tabular Models, AWARE=false2026.0471.8
TabMModel Category=Deep Tabular Models, AWARE=false2026.0471.6
ExcelFModel Category=Deep Tabular Models, AWARE=false2026.0471.6
LightGModel Category=Classical and Ensemble Models, AWARE=false2026.0471.4
CatBModel Category=Classical and Ensemble Models, AWARE=false2026.0471.3
TabPFNModel Category=Tabular In-Context Learning Models, AWARE=false2026.0471.3
kNNPFNModel Category=Tabular In-Context Learning Models, AWARE=false2026.0471.3
kNNPFNModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.0471.3
TabDPTModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.0471.1
LRModel Category=Classical and Ensemble Models, AWARE=false2026.0471
MNCAModel Category=Deep Tabular Models, AWARE=false2026.0471
TabNetModel Category=Deep Tabular Models, AWARE=false2026.0470.9
KNNModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.0470.9
ResNetModel Category=Deep Tabular Models, AWARE=false2026.0470.7
XGBModel Category=Classical and Ensemble Models, AWARE=false2026.0470.6
MLPModel Category=Classical and Ensemble Models, AWARE=false2026.0470.5
TabDPTModel Category=Tabular In-Context Learning Models, AWARE=false2026.0470.5
TabTModel Category=Deep Tabular Models, AWARE=false2026.0469.8
KNNModel Category=Classical and Ensemble Models, AWARE=false2026.0464.8