Multiclass Classification on Phishing TabArena v0.1 (test)
0.218LogLossAgentic Tree
Evaluation results
| Method | Links | |
|---|---|---|
| Agentic TreeBackbone=TabPFN+CART2025.09 | 0.218 | |
| TabPFNv2Source=TabArena2025.09 | 0.223 | |
| TabMSource=TabArena2025.09 | 0.24 | |
| XGBoostSource=TabArena2025.09 | 0.255 | |
| OC-TreeConfiguration=XGBoost2025.09 | 0.285 | |
| Agentic TreeBackbone=CART2025.09 | 0.476 | |
| DeLTABackbone=RF+TabPFN2025.09 | 0.628 | |
| DeLTABackbone=RF+CART2025.09 | 0.647 | |
| CARTConfiguration=Tuned2025.09 | 0.674 | |
| CARTConfiguration=Default2025.09 | 3.82 |