Classification on Titanic (three random train-test splits)
81.6AccuracyMALMAS
Evaluation Results
| Method | Links | |
|---|---|---|
| MALMASMethod Category=MALMAS, Downstream Classifier=XGBoost2026.04 | 81.6 | |
| DFSMethod Category=Traditional Methods, Downstream Classifier=XGBoost2026.04 | 78.2 | |
| LLMFEMethod Category=LLM-based Methods, Downstream Classifier=XGBoost2026.04 | 78.1 | |
| OCTreeMethod Category=LLM-based Methods, Downstream Classifier=XGBoost2026.04 | 77.7 | |
| CAAFEMethod Category=LLM-based Methods, Downstream Classifier=XGBoost2026.04 | 77.4 | |
| BaseMethod Category=Base, Downstream Classifier=XGBoost2026.04 | 76.8 | |
| AutoFeatMethod Category=Traditional Methods, Downstream Classifier=XGBoost2026.04 | 76.8 | |
| OpenFEMethod Category=Traditional Methods, Downstream Classifier=XGBoost2026.04 | 70.9 |