| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| NLS equation dataset | Weak-PDE-Net | TPR100 | 18 | 24d ago | |
| KdV equation | Weak-PDE-Net | TPR100 | 10 | 24d ago | |
| Kuramoto-Sivashinsky (KS) Equation | Weak-PDE-Net | TPR100 | 10 | 24d ago | |
| 1D viscous Burgers equation | Weak-PDE-Net | TPR100 | 10 | 24d ago | |
| 2D Wave equation | Weak-PDE-Net | TPR100 | 10 | 24d ago | |
| Sine-Gordon (SG) equation dataset | Weak-PDE-Net | TPR100 | 10 | 24d ago | |
| Burgers’ equation (0.2% Noise) | BLADE | MSE0 | 5 | 5d ago | |
| 2D Wave Equation 0.1% noise | PDE-Net 2.0 | MSE2.92 | 2 | 24d ago | |
| 2D Wave Equation 0.0% noise | SGN | MSE2.54 | 2 | 24d ago | |
| 2D Wave Equation 10.0% noise | SGN | MSE7.84 | 1 | 24d ago | |
| 2D Wave Equation 5.0% noise | SGN | MSE6.71 | 1 | 24d ago | |
| 2D Wave Equation 2.0% noise | SGN | MSE0.0001 | 1 | 24d ago | |
| 2D Wave Equation 1.0% noise | SGN | MSE1.43 | 1 | 24d ago | |
| 2D Wave Equation 0.5% noise | SGN | MSE2.97 | 1 | 24d ago | |
| 2D Wave Equation 0.2% noise | SGN | MSE1.38 | 1 | 24d ago | |
| CI equation (test) | - | - | 0 | 24d ago |
