Surrogate Modeling on Rosenbrock 10D
0.49Normalized RMSEMAST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MASTConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 0.49 | 2.67 | |
| MASTConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 0.5 | 2.66 | |
| Reif.Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 1 | 1.16 | |
| BoTorchConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 1 | 1.09 | |
| MISOConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 1 | 1.21 | |
| Recur.Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1 | 1.01 | |
| Reif.Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1 | 1.09 | |
| BoTorchConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1 | 1.05 | |
| MISOConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 1 | 1.16 | |
| Recur.Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 1.01 | 1 | |
| NARGPConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 2.06 | 0.49 | |
| MF-DGPConfiguration=three-fidelity, Normalization=HF-only baseline2026.02 | 2.06 | 0.33 | |
| NARGPConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 2.06 | 0.47 | |
| MF-DGPConfiguration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 2.06 | 0.13 | |
| AR1Configuration=three-fidelity, Normalization=HF-only baseline2026.02 | 3.4 | 0.16 | |
| AR1Configuration=Two-fidelity, Normalization=Relative to HF-only baseline2026.02 | 5.05 | 0.14 |