Regression on HF
1.335Regression ScoreTabPFN
Evaluation Results
| Method | Links | |
|---|---|---|
| TabPFNModel Category=Tabular In-Context Learning Models, AWARE=false2026.04 | 1.335 | |
| MLPModel Category=Classical and Ensemble Models, AWARE=false2026.04 | 1.336 | |
| LightGModel Category=Classical and Ensemble Models, AWARE=false2026.04 | 1.345 | |
| TabDPTModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.04 | 1.346 | |
| TabTModel Category=Deep Tabular Models, AWARE=false2026.04 | 1.353 | |
| TabDPTModel Category=Tabular In-Context Learning Models, AWARE=false2026.04 | 1.353 | |
| KNNModel Category=Classical and Ensemble Models, AWARE=false2026.04 | 1.357 | |
| ExcelFModel Category=Deep Tabular Models, AWARE=false2026.04 | 1.357 | |
| kNNPFNModel Category=Tabular In-Context Learning Models, AWARE=false2026.04 | 1.358 | |
| LRModel Category=Classical and Ensemble Models, AWARE=false2026.04 | 1.36 | |
| kNNPFNModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.04 | 1.364 | |
| CatBModel Category=Classical and Ensemble Models, AWARE=false2026.04 | 1.367 | |
| TromptModel Category=Deep Tabular Models, AWARE=false2026.04 | 1.37 | |
| XGBModel Category=Classical and Ensemble Models, AWARE=false2026.04 | 1.387 | |
| KNNModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.04 | 1.394 | |
| MNCAModel Category=Deep Tabular Models, AWARE=false2026.04 | 1.396 | |
| TabNetModel Category=Deep Tabular Models, AWARE=false2026.04 | 1.434 | |
| ResNetModel Category=Deep Tabular Models, AWARE=false2026.04 | 1.572 | |
| TabMModel Category=Deep Tabular Models, AWARE=false2026.04 | 1.755 |