| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Burgers' Equation various resolutions (val) | MWT Leg | Relative L2 Error0.0018 | 36 | 3mo ago | |
| Diffusion Reaction 2D (DR2D) | MNO | RMSE0.0012 | 9 | 2mo ago | |
| Shallow Water 2D (SW2D) | MNO | RMSE0.0013 | 9 | 2mo ago | |
| Kuramoto–Sivashinsky long horizon, 640 steps | BoN | HCT (MS-2)243 | 8 | 22d ago | |
| Kuramoto–Sivashinsky short horizon, 140 steps | CADA | HCT (MS-2)140 | 8 | 22d ago | |
| Kolmogorov flow long horizon, 180 steps | CADA | HCT (MS, Res=2)180 | 8 | 22d ago | |
| Kolmogorov flow short horizon 60 steps | Plain Amortized | HCT (MS-2)38 | 8 | 22d ago | |
| Belousov-Zhabotinsky system | AdamW | Rel. L2 Error (u)3.08 | 6 | 1mo ago | |
| CFD2D | MNO | RMSE0.5014 | 6 | 2mo ago | |
| Isotropic Kolmogorov turbulence Re = 222 (test) | P2VAE-16M | L2RE2.43 | 3 | 1mo ago |
