| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Symbolic Regression | 3D Advection Equation (test) | MSE0.123 | 60 | |
| Symbolic Regression | 2D Advection Equation (test) | MSE0.138 | 38 | |
| Equation Discovery | Advection Equation Noise Levels: 0%, 1%, 20% (large) PDE | RMSE (0% Noise)0.26 | 8 | |
| Advection Equation | Advection Equation 60K epochs | L1 Error0.0003 | 5 |