Binary Classification on QSARBio TabArena v0.1 (test)
93.7ROC AUCAgentic Tree
Evaluation results
| Method | Links | |
|---|---|---|
| Agentic TreeBackbone=TabPFN+CART2025.09 | 93.7 | |
| TabMSource=TabArena2025.09 | 93.5 | |
| XGBoostSource=TabArena2025.09 | 93.4 | |
| TabPFNv2Source=TabArena2025.09 | 93.4 | |
| DeLTABackbone=RF+TabPFN2025.09 | 92.3 | |
| OC-TreeConfiguration=XGBoost2025.09 | 91.8 | |
| DeLTABackbone=RF+CART2025.09 | 90.6 | |
| Agentic TreeBackbone=CART2025.09 | 85.4 | |
| CARTConfiguration=Tuned2025.09 | 85.2 | |
| CARTConfiguration=Default2025.09 | 78.1 |