Symbolic Regression on Synthetic Data Pure Mode
0.0543Mean MSE (d=10)NS-TD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NS-TD2025.06 | 0.0543 | 0.0632 | 0.0854 | 0.0891 | |
| NS-SR (VSR)2025.06 | 0.2324 | 0.2541 | 0.2825 | 0.2953 | |
| EQL2025.06 | 0.4524 | 0.5342 | 0.5705 | 0.6923 | |
| MetaSymNet2025.06 | 0.8324 | 0.8541 | 0.9825 | 0.9843 | |
| SR (PySR)2025.06 | 1.1612 | 1.1493 | 1.2325 | 1.2481 |