PDE Solving on 2D Kuramoto-Sivashinsky (test)
0.81Mean ErrorBreed
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BreedStrategy=Breed2026.06 | 0.81 | 1.31 | 1.1 | 1.3 | — | — | — | — | — | — | — | |
| OGAS-LStrategy=OGAS-L2026.06 | 0.89 | 1.74 | 1.66 | 1.92 | — | — | — | — | — | — | — | |
| OGAS-UStrategy=OGAS-U2026.06 | 0.92 | 1.44 | 1.41 | 1.57 | — | — | — | — | — | — | — | |
| SBALStrategy=SBAL2026.06 | 0.93 | 1.19 | 1.09 | 1 | — | — | — | — | — | — | — | |
| Top-KStrategy=Top-K2026.06 | 0.93 | 1.11 | 1.06 | 0.98 | — | — | — | — | — | — | — | |
| SobolStrategy=Sobol2026.06 | 1 | 0.91 | 0.96 | 0.93 | — | — | — | — | — | — | — | |
| UniformArchitecture=FNO2026.06 | 8.3 | 5.95 | 2.79 | 4.02 | 1.53 | 0.87 | 6.93 | — | — | — | — | |
| UniformArchitecture=FNO, Strategy=Uniform2026.06 | 8.3 | 5.95 | 2.79 | 4.02 | 1.53 | 0.87 | 6.93 | — | — | — | — | |
| UniformArchitecture=FNO, Strategy=Uniform2026.06 | 8.3 | 5.95 | 2.79 | 4.02 | 1.53 | 0.87 | 6.93 | — | — | — | — | |
| SobolArchitecture=FNO2026.06 | 8.56 | 6.46 | 2.86 | 4.11 | 1.56 | 0.89 | 7.2 | — | — | — | — | |
| SobolArchitecture=FNO, Strategy=Sobol2026.06 | 8.56 | 6.46 | 2.86 | 4.11 | 1.56 | 0.89 | 7.2 | — | — | — | — | |
| SobolArchitecture=FNO, Strategy=Sobol2026.06 | 8.56 | 6.46 | 2.86 | 4.11 | 1.56 | 0.89 | 7.2 | — | — | — | — | |
| OGAS-UArchitecture=FNO2026.06 | 8.63 | 4.88 | 2.04 | 2.73 | 1.29 | 0.93 | 7.97 | — | — | — | — | |
| OGAS-UArchitecture=FNO, Strategy=OGAS-U2026.06 | 8.63 | 4.88 | 2.04 | 2.73 | 1.29 | 0.93 | 7.97 | — | — | — | — | |
| OGAS-UArchitecture=FNO, Strategy=OGAS-U2026.06 | 8.63 | 4.88 | 2.04 | 2.73 | 1.29 | 0.93 | 7.97 | — | — | — | — | |
| SBALArchitecture=FNO2026.06 | 9.26 | 3.34 | 1.8 | 3.23 | 1.57 | 1.11 | 8.18 | — | — | — | — | |
| SBALArchitecture=FNO, Strategy=SBAL2026.06 | 9.26 | 3.34 | 1.8 | 3.23 | 1.57 | 1.11 | 8.18 | — | — | — | — | |
| SBALArchitecture=FNO, Strategy=SBAL2026.06 | 9.26 | 3.34 | 1.8 | 3.23 | 1.57 | 1.11 | 8.18 | — | — | — | — | |
| OGAS-LArchitecture=FNO2026.06 | 9.49 | 3.26 | 1.45 | 1.76 | 1.22 | 1.02 | 9.28 | — | — | — | — | |
| OGAS-LArchitecture=FNO, Strategy=OGAS-L2026.06 | 9.49 | 3.26 | 1.45 | 1.76 | 1.22 | 1.02 | 9.28 | — | — | — | — | |
| OGAS-LArchitecture=FNO, Strategy=OGAS-L2026.06 | 9.49 | 3.26 | 1.45 | 1.76 | 1.22 | 1.02 | 9.28 | — | — | — | — | |
| Top-KArchitecture=FNO2026.06 | 9.84 | 3.49 | 1.72 | 2.66 | 1.5 | 1.1 | 9.41 | — | — | — | — | |
| Top-KArchitecture=FNO, Strategy=Top-K2026.06 | 9.84 | 3.49 | 1.72 | 2.66 | 1.5 | 1.1 | 9.41 | — | — | — | — | |
| Top-KArchitecture=FNO, Strategy=Top-K2026.06 | 9.84 | 3.49 | 1.72 | 2.66 | 1.5 | 1.1 | 9.41 | — | — | — | — | |
| BreedArchitecture=FNO2026.06 | 11.32 | 5.02 | 2.18 | 2.53 | 1.61 | 1.17 | 10.65 | — | — | — | — | |
| BreedArchitecture=FNO, Strategy=Breed2026.06 | 11.32 | 5.02 | 2.18 | 2.53 | 1.61 | 1.17 | 10.65 | — | — | — | — | |
| BreedArchitecture=FNO, Strategy=Breed2026.06 | 11.32 | 5.02 | 2.18 | 2.53 | 1.61 | 1.17 | 10.65 | — | — | — | — | |
| BreedStrategy=Breed2026.06 | — | — | — | — | — | — | — | 0.81 | 1.31 | 1.1 | 1.3 | |
| OGAS-LStrategy=OGAS-Loss2026.06 | — | — | — | — | — | — | — | 0.89 | 1.74 | 1.66 | 1.92 | |
| OGAS-UStrategy=OGAS-Unc2026.06 | — | — | — | — | — | — | — | 0.92 | 1.44 | 1.41 | 1.57 | |
| SBALStrategy=SBAL2026.06 | — | — | — | — | — | — | — | 0.93 | 1.19 | 1.09 | 1 | |
| SobolStrategy=Sobol2026.06 | — | — | — | — | — | — | — | 1 | 0.91 | 0.96 | 0.93 | |
| Top-KStrategy=Top-K2026.06 | — | — | — | — | — | — | — | 0.93 | 1.11 | 1.06 | 0.98 |