Regression on Synthetic benchmark with planted ground truth N=1,000, d=8 (test)
0.961R2Oracle correction
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Oracle correctionType=Standalone (oracle)2026.05 | 0.961 | 0.574 | — | |
| MARICLType=Residual correction2026.05 | 0.892 | 0.505 | — | |
| PySR on residualsType=Residual correction2026.05 | 0.854 | 0.467 | — | |
| XGBoostType=Standalone2026.05 | 0.831 | 0.444 | — | |
| LinearType=Standalone (base)2026.05 | 0.387 | — | — |