| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Burgers' Equation PDE (Noise Levels: 0%, 1%, 10% (large)) | RMSE (0% Noise)0.754 | 8 | 4d ago | ||
| Advection Equation Noise Levels: 0%, 1%, 20% (large) PDE | BSL | RMSE (0% Noise)0.26 | 8 | 4d ago | |
| Lorenz 96 Noise Levels: 0%, 1%, 10% (large) ODE | BSL | Mp1 | 8 | 4d ago | |
| Van der Pol Oscillator Noise Levels: 0%, 1%, 5% (large) ODE | PINN-SR | Mp Error Metric0.214 | 8 | 4d ago | |
| Poisson Equation Noise Levels: 0%, 0.1%, 5% (large) PDE | BSL | Mp1 | 4 | 4d ago | |
| Heat Equation PDE Noise Levels: 0%, 0.1%, 15% (large) | BSL | Mp1 | 4 | 4d ago | |
| Burgers' with Source Noise Levels: 0%, 0.1%, 20% (large) PDE | PINN-SR | RMSE (0% Noise)10.5 | 4 | 4d ago | |
| DiffEq Noisy (test) | KeplerAgent | Symbolic Accuracy45 | 3 | 4d ago | |
| DiffEq Clean (test) | KeplerAgent | SA (%)75 | 3 | 4d ago |
