Surrogate Modeling on Park2 4D
0.34Normalized RMSEAR1
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AR1Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.34 | 2.97 | |
| BoTorchConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.49 | 1.26 | |
| BoTorchConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 0.6 | 1.08 | |
| AR1Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 0.62 | 1.8 | |
| MASTConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.67 | 1.55 | |
| MASTConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 0.78 | 1.26 | |
| Recur.Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 0.9 | 1.06 | |
| NARGPConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.06 | 1.17 | |
| NARGPConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1.27 | 0.91 | |
| MF-DGPConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.28 | 0.43 | |
| MF-DGPConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1.31 | 0.65 | |
| Recur.Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1.4 | 0.66 | |
| Reif.Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 2.36 | 0.21 | |
| MISOConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 2.38 | 0.13 | |
| MISOConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 2.68 | 0.11 | |
| Reif.Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 2.76 | 0.13 |