Regression on TIT
1.001Regression MetrickNNPFN
Evaluation Results
| Method | Links | |
|---|---|---|
| kNNPFNModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.04 | 1.001 | |
| LightGModel Category=Classical and Ensemble Models, AWARE=false2026.04 | 1.025 | |
| TabDPTModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.04 | 1.043 | |
| MNCAModel Category=Deep Tabular Models, AWARE=false2026.04 | 1.063 | |
| LRModel Category=Classical and Ensemble Models, AWARE=false2026.04 | 1.07 | |
| TabMModel Category=Deep Tabular Models, AWARE=false2026.04 | 1.094 | |
| MLPModel Category=Classical and Ensemble Models, AWARE=false2026.04 | 1.103 | |
| KNNModel Category=Classical and Ensemble Models, AWARE=false2026.04 | 1.119 | |
| CatBModel Category=Classical and Ensemble Models, AWARE=false2026.04 | 1.139 | |
| kNNPFNModel Category=Tabular In-Context Learning Models, AWARE=false2026.04 | 1.146 | |
| ExcelFModel Category=Deep Tabular Models, AWARE=false2026.04 | 1.166 | |
| TabPFNModel Category=Tabular In-Context Learning Models, AWARE=false2026.04 | 1.223 | |
| TabDPTModel Category=Tabular In-Context Learning Models, AWARE=false2026.04 | 1.23 | |
| XGBModel Category=Classical and Ensemble Models, AWARE=false2026.04 | 1.237 | |
| TabTModel Category=Deep Tabular Models, AWARE=false2026.04 | 1.251 | |
| KNNModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.04 | 1.253 | |
| TromptModel Category=Deep Tabular Models, AWARE=false2026.04 | 1.258 | |
| ResNetModel Category=Deep Tabular Models, AWARE=false2026.04 | 1.424 | |
| TabNetModel Category=Deep Tabular Models, AWARE=false2026.04 | 3.721 |