Classification on SSMI
0.693AUROCTabPFN
Evaluation Results
| Method | Links | |
|---|---|---|
| TabPFNModel Category=Tabular In-Context Learning Models, AWARE=false2026.04 | 0.693 | |
| LRModel Category=Classical and Ensemble Models, AWARE=false2026.04 | 0.692 | |
| ResNetModel Category=Deep Tabular Models, AWARE=false2026.04 | 0.692 | |
| TabMModel Category=Deep Tabular Models, AWARE=false2026.04 | 0.692 | |
| ExcelFModel Category=Deep Tabular Models, AWARE=false2026.04 | 0.692 | |
| TromptModel Category=Deep Tabular Models, AWARE=false2026.04 | 0.692 | |
| MNCAModel Category=Deep Tabular Models, AWARE=false2026.04 | 0.692 | |
| CatBModel Category=Classical and Ensemble Models, AWARE=false2026.04 | 0.691 | |
| LightGModel Category=Classical and Ensemble Models, AWARE=false2026.04 | 0.691 | |
| XGBModel Category=Classical and Ensemble Models, AWARE=false2026.04 | 0.691 | |
| TabDPTModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.04 | 0.691 | |
| TabDPTModel Category=Tabular In-Context Learning Models, AWARE=false2026.04 | 0.69 | |
| KNNModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.04 | 0.689 | |
| kNNPFNModel Category=Tabular In-Context Learning Models, AWARE=false2026.04 | 0.686 | |
| TabNetModel Category=Deep Tabular Models, AWARE=false2026.04 | 0.684 | |
| kNNPFNModel Category=Ours (Tabular In-Context Learning Models + AWARE), AWARE=true2026.04 | 0.684 | |
| MLPModel Category=Classical and Ensemble Models, AWARE=false2026.04 | 0.675 | |
| TabTModel Category=Deep Tabular Models, AWARE=false2026.04 | 0.662 | |
| KNNModel Category=Classical and Ensemble Models, AWARE=false2026.04 | 0.567 |