Surrogate Modeling on Park1 4D
0.93Normalized RMSEMAST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MASTConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.93 | 1.3 | |
| BoTorchConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.98 | 0.72 | |
| AR1Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1.03 | 1.37 | |
| MASTConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.04 | 1.17 | |
| AR1Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.08 | 1.08 | |
| NARGPConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1.08 | 1.34 | |
| BoTorchConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.15 | 0.6 | |
| NARGPConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.46 | 0.9 | |
| MISOConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.69 | 0.53 | |
| Recur.Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.98 | 0.59 | |
| MF-DGPConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 2.07 | 0.23 | |
| MISOConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 2.14 | 0.42 | |
| Reif.Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 2.28 | 0.37 | |
| MF-DGPConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 2.75 | 0.26 | |
| Reif.Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 4 | 0.47 | |
| Recur.Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 4.37 | 0.47 |