Classification on Adult (random train-test)
0.875AUCMALMAS
Evaluation Results
| Method | Links | |
|---|---|---|
| MALMASDownstream Classifier=XGBoost, LLM Backbone=DeepSeekV3, Iterative Rounds=R=42026.04 | 0.875 | |
| CAAFEMethod Category=LLM-based Methods, Downstream Classifier=XGBoost, LLM Backbone=DeepSeekV32026.04 | 0.868 | |
| DFSMethod Category=Traditional Methods, Downstream Classifier=XGBoost2026.04 | 0.857 | |
| LLMFEMethod Category=LLM-based Methods, Downstream Classifier=XGBoost, LLM Backbone=DeepSeekV32026.04 | 0.853 | |
| BaseDownstream Classifier=XGBoost, Averaging Protocol=3 random train-test splits2026.04 | 0.849 | |
| AutoFeatMethod Category=Traditional Methods, Downstream Classifier=XGBoost2026.04 | 0.849 | |
| OpenFEMethod Category=Traditional Methods, Downstream Classifier=XGBoost2026.04 | 0.849 | |
| OCTreeMethod Category=LLM-based Methods, Downstream Classifier=XGBoost, LLM Backbone=DeepSeekV32026.04 | 0.845 |