Active Learning on 2D Navier-Stokes Kolmogorov flow (test)
0.98Mean ErrorTop-K
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Top-KArchitecture=FNO2026.06 | 0.98 | 4.58 | 5.03 | 2.55 | 1.89 | 1.17 | 8.46 | |
| SBALArchitecture=FNO2026.06 | 1.02 | 5.74 | 5.7 | 2.93 | 2.17 | 1.28 | 8.4 | |
| SobolArchitecture=FNO2026.06 | 1.02 | 5.88 | 5.66 | 2.98 | 2.2 | 1.29 | 8.38 | |
| OGAS-UArchitecture=FNO2026.06 | 1.03 | 3.44 | 4.09 | 2.22 | 1.7 | 1.17 | 9.45 | |
| OGAS-LArchitecture=FNO2026.06 | 1.04 | 3.42 | 4.19 | 2.22 | 1.71 | 1.19 | 9.59 | |
| UniformArchitecture=FNO2026.06 | 1.04 | 5.99 | 5.84 | 3.02 | 2.24 | 1.32 | 8.52 | |
| BreedArchitecture=FNO2026.06 | 1.23 | 4.78 | 5.6 | 2.86 | 2.17 | 1.44 | 11.03 | |
| OGAS-LArchitecture=scOT2026.06 | 1.72 | 4.42 | 5.45 | 3.08 | 2.55 | 1.96 | 1.63 | |
| Top-KArchitecture=scOT2026.06 | 1.75 | 6.19 | 7.97 | 3.75 | 2.92 | 2.06 | 1.61 | |
| SobolArchitecture=scOT2026.06 | 1.77 | 6.35 | 8.27 | 3.85 | 2.96 | 2.07 | 1.61 | |
| SBALArchitecture=scOT2026.06 | 1.82 | 6.3 | 8.32 | 3.86 | 3.01 | 2.12 | 1.66 | |
| OGAS-UArchitecture=scOT2026.06 | 1.86 | 4.75 | 5.75 | 3.31 | 2.76 | 2.11 | 1.76 | |
| UniformArchitecture=scOT2026.06 | 1.91 | 6.54 | 8.83 | 4.03 | 3.14 | 2.23 | 1.76 | |
| BreedArchitecture=scOT2026.06 | 2.15 | 7.96 | 10.1 | 4.87 | 3.64 | 2.49 | 1.95 | |
| BreedArchitecture=UNet2026.06 | 8.88 | 3.24 | 4.82 | 1.99 | 1.52 | 1.03 | 7.95 | |
| OGAS-UArchitecture=UNet2026.06 | 8.91 | 2.72 | 3.72 | 1.78 | 1.42 | 1.02 | 8.26 | |
| OGAS-LArchitecture=UNet2026.06 | 8.93 | 2.73 | 4.16 | 1.8 | 1.44 | 1.02 | 8.22 | |
| Top-KArchitecture=UNet2026.06 | 9.15 | 4.85 | 6.59 | 2.52 | 1.87 | 1.13 | 7.56 | |
| UniformArchitecture=UNet2026.06 | 9.27 | 4.88 | 6.16 | 2.56 | 1.89 | 1.14 | 7.67 | |
| SobolArchitecture=UNet2026.06 | 9.3 | 4.9 | 6.09 | 2.56 | 1.9 | 1.15 | 7.7 | |
| SBALArchitecture=UNet2026.06 | 9.38 | 5.01 | 6.12 | 2.6 | 1.93 | 1.17 | 7.74 |