Regression on f1(x1, x2) 3D synthetic (test)
0.0003RMSEShapKAN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ShapKANPruned Neurons=[2, 3, 4]2025.10 | 0.0003 | — | — | |
| Vanilla KANPruned Neurons=[0, 3, 4]2025.10 | 0.0006 | — | — | |
| HRT2026.05 | 0.1646 | 0.108 | 99.98 | |
| XGBoost2026.05 | 0.3018 | 0.2317 | 99.93 | |
| CART2026.05 | 0.8552 | 0.658 | 99.45 |