Tabular Classification on TabArena (3 outer-fold averages)
92.66Churn AccuracyEFE-Tab
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| EFE-TabDownstream Model=Single Decision Tree, Evaluation Protocol=3 outer-fold averages2026.07 | 92.66 | 79.23 | 74.48 | 74.73 | 92.35 | 84.34 | 73.48 | 81.36 | 80.48 | 1.39 | |
| CAAFEDownstream Model=Single Decision Tree, Evaluation Protocol=3 outer-fold averages2026.07 | 92.39 | 78.64 | 74.41 | 72.85 | 92.42 | 84.09 | 73.39 | 78.52 | 79.43 | 3 | |
| LLM-FEDownstream Model=Single Decision Tree, Evaluation Protocol=3 outer-fold averages2026.07 | 90.8 | 79.14 | 74.33 | 67.2 | 93.82 | 85.02 | 73.45 | 79.09 | 79.71 | 2.44 | |
| No FEDownstream Model=Single Decision Tree, Evaluation Protocol=3 outer-fold averages2026.07 | 89.44 | 78.98 | 74.17 | 72.96 | 92.35 | 83.4 | 73.29 | 79.74 | 80.42 | 3.17 |