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ResearchFormerly WizWand

Regression on TIT

1.001Regression MetrickNNPFN
0.89221.62662.3613.0954Apr 2, 2026
Updated 7mo ago

Evaluation results

MethodLinks
kNNPFNModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.041.001
LightGModel Category=Classical and Ensemble Models, AWARE=false2026.041.025
TabDPTModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.041.043
MNCAModel Category=Deep Tabular Models, AWARE=false2026.041.063
LRModel Category=Classical and Ensemble Models, AWARE=false2026.041.07
TabMModel Category=Deep Tabular Models, AWARE=false2026.041.094
MLPModel Category=Classical and Ensemble Models, AWARE=false2026.041.103
KNNModel Category=Classical and Ensemble Models, AWARE=false2026.041.119
CatBModel Category=Classical and Ensemble Models, AWARE=false2026.041.139
kNNPFNModel Category=Tabular In-Context Learning Models, AWARE=false2026.041.146
ExcelFModel Category=Deep Tabular Models, AWARE=false2026.041.166
TabPFNModel Category=Tabular In-Context Learning Models, AWARE=false2026.041.223
TabDPTModel Category=Tabular In-Context Learning Models, AWARE=false2026.041.23
XGBModel Category=Classical and Ensemble Models, AWARE=false2026.041.237
TabTModel Category=Deep Tabular Models, AWARE=false2026.041.251
KNNModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.041.253
TromptModel Category=Deep Tabular Models, AWARE=false2026.041.258
ResNetModel Category=Deep Tabular Models, AWARE=false2026.041.424
TabNetModel Category=Deep Tabular Models, AWARE=false2026.043.721