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ResearchFormerly WizWand

Regression on HF

1.335Regression ScoreTabPFN
1.31821.43161.5451.6584Apr 2, 2026
Updated 7mo ago

Evaluation results

MethodLinks
TabPFNModel Category=Tabular In-Context Learning Models, AWARE=false2026.041.335
MLPModel Category=Classical and Ensemble Models, AWARE=false2026.041.336
LightGModel Category=Classical and Ensemble Models, AWARE=false2026.041.345
TabDPTModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.041.346
TabTModel Category=Deep Tabular Models, AWARE=false2026.041.353
TabDPTModel Category=Tabular In-Context Learning Models, AWARE=false2026.041.353
KNNModel Category=Classical and Ensemble Models, AWARE=false2026.041.357
ExcelFModel Category=Deep Tabular Models, AWARE=false2026.041.357
kNNPFNModel Category=Tabular In-Context Learning Models, AWARE=false2026.041.358
LRModel Category=Classical and Ensemble Models, AWARE=false2026.041.36
kNNPFNModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.041.364
CatBModel Category=Classical and Ensemble Models, AWARE=false2026.041.367
TromptModel Category=Deep Tabular Models, AWARE=false2026.041.37
XGBModel Category=Classical and Ensemble Models, AWARE=false2026.041.387
KNNModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.041.394
MNCAModel Category=Deep Tabular Models, AWARE=false2026.041.396
TabNetModel Category=Deep Tabular Models, AWARE=false2026.041.434
ResNetModel Category=Deep Tabular Models, AWARE=false2026.041.572
TabMModel Category=Deep Tabular Models, AWARE=false2026.041.755