Active learning strategy comparison on 2D Gray-Scott (test)
1.42MeanSobol
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SobolArchitecture=UNet2026.06 | 1.42 | 1.43 | 2.02 | 6.69 | 5.21 | 1.71 | 8.49 | |
| OGAS-LArchitecture=UNet2026.06 | 1.37 | 0.83 | 1 | 4.35 | 3.16 | 1.65 | 10.91 | |
| SBALArchitecture=UNet2026.06 | 1.36 | 1.29 | 1.77 | 6.12 | 4.5 | 1.65 | 8.61 | |
| OGAS-UArchitecture=UNet2026.06 | 1.35 | 1.02 | 1.08 | 4.89 | 4.18 | 1.48 | 10.16 | |
| UniformArchitecture=UNet2026.06 | 1.27 | 1.14 | 1.78 | 5.38 | 4.05 | 1.55 | 8.41 | |
| Top-KArchitecture=UNet2026.06 | 1.22 | 1.06 | 1.67 | 4.81 | 3.81 | 1.5 | 7.94 | |
| BreedArchitecture=UNet2026.06 | 1.13 | 0.47 | 1.52 | 2.42 | 1.89 | 1.34 | 10.05 |