Multiclass Classification on Anneal TabArena v0.1 (test)
0.014LogLossAgentic Tree
Evaluation results
| Method | Links | |
|---|---|---|
| Agentic TreeBackbone=TabPFN+CART2025.09 | 0.014 | |
| TabMSource=TabArena2025.09 | 0.02 | |
| TabPFNv2Source=TabArena2025.09 | 0.021 | |
| XGBoostSource=TabArena2025.09 | 0.023 | |
| OC-TreeConfiguration=XGBoost2025.09 | 0.037 | |
| Agentic TreeBackbone=CART2025.09 | 0.138 | |
| CARTConfiguration=Tuned2025.09 | 0.321 | |
| CARTConfiguration=Default2025.09 | 0.529 | |
| DeLTABackbone=RF+CART2025.09 | 0.915 | |
| DeLTABackbone=RF+TabPFN2025.09 | 0.921 |