Surrogate Modeling on Borehole 8D
0.07Normalized RMSEMAST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MASTConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 0.07 | 27.5 | |
| MASTConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.07 | 29.94 | |
| Recur.Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 1 | 1.01 | |
| Recur.Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1 | 1 | |
| BoTorchConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.02 | 1.14 | |
| MISOConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.02 | 1.22 | |
| MISOConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1.02 | 1.2 | |
| BoTorchConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1.04 | 1.13 | |
| Reif.Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.08 | 1.01 | |
| Reif.Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1.14 | 1.15 | |
| AR1Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.97 | 0.47 | |
| NARGPConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.97 | 0.5 | |
| MF-DGPConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.97 | 0.03 | |
| AR1Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1.97 | 0.23 | |
| NARGPConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1.97 | 0.5 | |
| MF-DGPConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1.97 | 0.03 |