Binary Classification on CreditG TabArena v0.1 (test)
0.792ROC AUCAgentic Tree
Evaluation results
| Method | Links | |
|---|---|---|
| Agentic TreeBackbone=TabPFN+CART2025.09 | 0.792 | |
| TabMSource=TabArena2025.09 | 0.792 | |
| XGBoostSource=TabArena2025.09 | 0.788 | |
| OC-TreeConfiguration=XGBoost2025.09 | 0.775 | |
| DeLTABackbone=RF+TabPFN2025.09 | 0.774 | |
| TabPFNv2Source=TabArena2025.09 | 0.761 | |
| DeLTABackbone=RF+CART2025.09 | 0.742 | |
| Agentic TreeBackbone=CART2025.09 | 0.717 | |
| CARTConfiguration=Tuned2025.09 | 0.7 | |
| CARTConfiguration=Default2025.09 | 0.615 |