Binary Classification on TabArena Customer v0.1 (test)
0.738ROC AUCAgentic Tree
Evaluation Results
| Method | Links | |
|---|---|---|
| Agentic TreeBackbone=TabPFN+CART2025.09 | 0.738 | |
| XGBoostSource=TabArena2025.09 | 0.738 | |
| TabMSource=TabArena2025.09 | 0.738 | |
| TabPFNv2Source=TabArena2025.09 | 0.738 | |
| Agentic TreeBackbone=CART2025.09 | 0.717 | |
| DeLTABackbone=RF+TabPFN2025.09 | 0.706 | |
| OC-TreeConfiguration=XGBoost2025.09 | 0.705 | |
| CARTConfiguration=Tuned2025.09 | 0.698 | |
| DeLTABackbone=RF+CART2025.09 | 0.649 | |
| CARTConfiguration=Default2025.09 | 0.549 |