Binary Classification on Diabetes TabArena v0.1 (test)
84.6ROC AUCTabPFNv2
Evaluation results
| Method | Links | |
|---|---|---|
| TabPFNv2Source=TabArena2025.09 | 84.6 | |
| Agentic TreeBackbone=TabPFN+CART2025.09 | 84.3 | |
| XGBoostSource=TabArena2025.09 | 83.9 | |
| TabMSource=TabArena2025.09 | 83.8 | |
| OC-TreeConfiguration=XGBoost2025.09 | 82.3 | |
| DeLTABackbone=RF+TabPFN2025.09 | 80.9 | |
| Agentic TreeBackbone=CART2025.09 | 79.9 | |
| CARTConfiguration=Tuned2025.09 | 77.9 | |
| DeLTABackbone=RF+CART2025.09 | 77.4 | |
| CARTConfiguration=Default2025.09 | 67.6 |