2D Kuramoto-Sivashinsky PDE Simulation on 2D Kuramoto-Sivashinsky
4.28Mean ErrorUniform
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| UniformArchitecture=UNet, Active Learning Strategy=Uniform2026.06 | 4.28 | 2.61 | 9.53 | 1.47 | 7.51 | 4.44 | 3.66 | |
| Top-KArchitecture=UNet, Active Learning Strategy=Top-K2026.06 | 4.41 | 3.37 | 10.15 | 1.86 | 8.87 | 4.57 | 3.51 | |
| SobolArchitecture=UNet, Active Learning Strategy=Sobol2026.06 | 4.43 | 3.01 | 11.14 | 1.59 | 7.79 | 4.55 | 3.73 | |
| SBALArchitecture=UNet, Active Learning Strategy=SBAL2026.06 | 4.44 | 3.24 | 10.56 | 1.83 | 8.57 | 4.51 | 3.62 | |
| OGAS-UArchitecture=UNet, Active Learning Strategy=OGAS-U2026.06 | 4.86 | 1.37 | 6.07 | 0.94 | 6.7 | 5.21 | 4.67 | |
| BreedArchitecture=UNet, Active Learning Strategy=Breed2026.06 | 4.91 | 1.54 | 4.5 | 1.1 | 7.07 | 5.16 | 4.59 | |
| OGAS-LArchitecture=UNet, Active Learning Strategy=OGAS-L2026.06 | 5.11 | 1.32 | 5.08 | 0.87 | 6.99 | 5.64 | 4.96 |