Surrogate Modeling on Hartmann 3D
0.26Normalized RMSEAR1
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AR1Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.26 | 3.71 | |
| BoTorchConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.27 | 2.37 | |
| BoTorchConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 0.29 | 2.19 | |
| Reif.Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.39 | 2.39 | |
| MISOConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.4 | 2.23 | |
| NARGPConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.47 | 2.43 | |
| AR1Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 0.51 | 2.16 | |
| MISOConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 0.55 | 1.78 | |
| MASTConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.64 | 1.69 | |
| MASTConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 0.69 | 1.44 | |
| MF-DGPConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.89 | 0.88 | |
| MF-DGPConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 0.91 | 0.61 | |
| NARGPConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 0.92 | 1.24 | |
| Recur.Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.02 | 0.83 | |
| Recur.Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1.22 | 0.73 | |
| Reif.Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 2.67 | 1.55 |