Binary Classification on Hazelnut TabArena v0.1 (test)
99ROC AUCAgentic Tree
Evaluation results
| Method | Links | |
|---|---|---|
| Agentic TreeBackbone=TabPFN+CART2025.09 | 99 | |
| TabPFNv2Source=TabArena2025.09 | 98.8 | |
| TabMSource=TabArena2025.09 | 98.2 | |
| XGBoostSource=TabArena2025.09 | 97.5 | |
| DeLTABackbone=RF+TabPFN2025.09 | 97.4 | |
| OC-TreeConfiguration=XGBoost2025.09 | 95.9 | |
| DeLTABackbone=RF+CART2025.09 | 94.7 | |
| Agentic TreeBackbone=CART2025.09 | 90.4 | |
| CARTConfiguration=Tuned2025.09 | 89.5 | |
| CARTConfiguration=Default2025.09 | 81.8 |