2D Kuramoto-Sivashinsky Prediction
1.11Mean Prediction ErrorSobol
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SobolArchitecture=scOT, Strategy=Sobol2026.06 | 1.11 | 3.05 | 5.17 | 2.42 | 1.64 | 1.18 | 1.03 | |
| UniformArchitecture=scOT, Strategy=Uniform2026.06 | 1.16 | 2.82 | 4.8 | 2.32 | 1.66 | 1.23 | 1.09 | |
| Top-KArchitecture=scOT, Strategy=Top-K2026.06 | 1.2 | 5.02 | 7.47 | 3.3 | 2.09 | 1.33 | 1.06 | |
| OGAS-LArchitecture=scOT, Strategy=OGAS-L2026.06 | 1.22 | 1.92 | 3.2 | 1.71 | 1.51 | 1.31 | 1.21 | |
| SBALArchitecture=scOT, Strategy=SBAL2026.06 | 1.23 | 3.46 | 5.78 | 2.72 | 1.85 | 1.3 | 1.14 | |
| OGAS-UArchitecture=scOT, Strategy=OGAS-U2026.06 | 1.3 | 2.16 | 3.19 | 1.82 | 1.63 | 1.4 | 1.28 | |
| BreedArchitecture=scOT, Strategy=Breed2026.06 | 1.43 | 5.09 | 8.86 | 3.55 | 2.37 | 1.48 | 1.27 |