Surrogate Modeling on Levy 7D
0.87Normalized RMSEMAST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MASTConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 0.87 | 1.56 | |
| MASTConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.88 | 1.58 | |
| BoTorchConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 1 | 1.09 | |
| MISOConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 1 | 1.21 | |
| BoTorchConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1 | 1.06 | |
| MISOConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1 | 1.17 | |
| Recur.Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.01 | 0.99 | |
| Recur.Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1.01 | 1.02 | |
| Reif.Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1.01 | 1.12 | |
| Reif.Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.03 | 1.16 | |
| MF-DGPConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 2.23 | 0.15 | |
| AR1Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 2.24 | 0.47 | |
| MF-DGPConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 2.25 | 0.09 | |
| NARGPConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 2.3 | 0.41 | |
| AR1Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 2.3 | 0.24 | |
| NARGPConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 2.3 | 0.41 |