Binary Classification on Blood TabArena v0.1 (test)
74.2ROC AUCTabPFNv2
Evaluation results
| Method | Links | |
|---|---|---|
| TabPFNv2Source=TabArena2025.09 | 74.2 | |
| Agentic TreeBackbone=TabPFN+CART2025.09 | 74 | |
| TabMSource=TabArena2025.09 | 72.3 | |
| XGBoostSource=TabArena2025.09 | 71.9 | |
| Agentic TreeBackbone=CART2025.09 | 71.6 | |
| CARTConfiguration=Tuned2025.09 | 69.8 | |
| OC-TreeConfiguration=XGBoost2025.09 | 69.2 | |
| DeLTABackbone=RF+TabPFN2025.09 | 65.8 | |
| DeLTABackbone=RF+CART2025.09 | 61.3 | |
| CARTConfiguration=Default2025.09 | 55.4 |