| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Navier-Stokes | Sequence Doubling | nRMSE0.0625 | 60 | 4mo ago | |
| Navier-Stokes (NS) nu=10^-5 at 64x64 unified-protocol (test) | Relative L2 Error (Test)2.84 | 31 | 2mo ago | ||
| Navier-Stokes periodic incompressible (test) | DerivOpt | nRMSE5.3 | 28 | 3mo ago | |
| CFDBench PDB-Turb (test) | AOT-POT-FT-M | L2RE0.021 | 8 | 2mo ago | |
| CFDBench Steady* (test) | AOT-POT-FT-M | L2RE0.002 | 7 | 2mo ago | |
| CFDBench 3D (test) | AOT-POT-FT-M | L2RE3.3 | 7 | 2mo ago | |
| Sod shock tube analytical exact solution (test) | DNN | MSE (Density)0.0002 | 6 | 1mo ago | |
| CFDBench Kolmogorov (test) | AOT-POT-FT-M | L2RE0.014 | 6 | 2mo ago | |
| Flow around a stationary cylinder Re=100 | Mean Drag Coefficient (Cd)1.334 | 4 | 4mo ago | ||
| AirfoilFlow (Out-t) | AROMA | MSE0.194 | 4 | 5mo ago | |
| AirfoilFlow (In-t) | AROMA | MSE0.0572 | 4 | 5mo ago | |
| CylinderFlow (Out-t) | AROMA | MSE0.0278 | 4 | 5mo ago | |
| CylinderFlow (In-t) | AROMA | MSE0.0148 | 4 | 5mo ago | |
| 2D Cylinder Flow Re=696 (test) | Graph-LED | Error (U-Velocity)0.0118 | 3 | 1mo ago | |
| Rayleigh–Bénard convection 2D t=30s | lean FNO | u Relative Error2 | 1 | 23d ago | |
| Rayleigh–Bénard convection 2D t=0.5s | lean FNO | Relative Error (u)4.6 | 1 | 23d ago |
