Surrogate Modeling on Hartmann 6D
0.63Normalized RMSEBoTorch
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BoTorchConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.63 | 1.11 | |
| BoTorchConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 0.64 | 1.14 | |
| AR1Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.7 | 1.43 | |
| MASTConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.8 | 1.25 | |
| MISOConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.8 | 1.38 | |
| Reif.Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.83 | 1.35 | |
| MISOConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 0.84 | 1.45 | |
| MASTConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 0.87 | 1.24 | |
| NARGPConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.9 | 1.23 | |
| AR1Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 0.92 | 1.26 | |
| Recur.Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 0.98 | 1.06 | |
| Recur.Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.99 | 1.04 | |
| MF-DGPConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1.08 | 0.84 | |
| NARGPConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.18 | 1.02 | |
| MF-DGPConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.21 | 0.8 | |
| Reif.Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 2.06 | 1.23 |