Surrogate Modeling on Branin 2D
0.62Normalized RMSEMAST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MASTConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 0.62 | 3.45 | |
| MASTConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.63 | 3.6 | |
| MF-DGPConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 0.67 | 3.28 | |
| BoTorchConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 0.7 | 1.45 | |
| BoTorchConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.82 | 1.2 | |
| MISOConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.02 | 2.41 | |
| AR1Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1.08 | 1.83 | |
| Reif.Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.11 | 2.24 | |
| NARGPConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1.14 | 1.65 | |
| AR1Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.25 | 1.42 | |
| NARGPConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.33 | 0.86 | |
| MISOConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1.34 | 4.14 | |
| Reif.Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1.35 | 4.19 | |
| Recur.Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1.38 | 2.87 | |
| MF-DGPConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1.49 | 2.69 | |
| Recur.Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 4.23 | 1.29 |