| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Symbolic Regression | Stress–Strain (OOD) | NMSE0.0321 | 18 | |
| Symbolic Regression | Stress–Strain (ID) | NMSE0.0061 | 18 | |
| Symbolic Regression | Stress-Strain LLM-SR Suite | Acc avg (tol 0.1)85.33 | 12 | |
| Scientific Equation Discovery | Stress–Strain (OOD) | NMSE OOD0.0124 | 6 |