Algorithm Selection on BBOB D=2 2009
3.71relERT (Group 1)SBS (HCMA)
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SBS (HCMA)2026.05 | 3.71 | 5.8 | 6.29 | 25.34 | 44.95 | 17.69 | |
| Combined CNNInput Resolution=300x3002026.05 | 4.12 | 11.52 | 1 | 6.2 | 4.09 | 5.13 | |
| Deep-ELA Medium (25d)Prediction Head=RF2026.05 | 7.57 | 3.37 | 4.4 | 5.99 | 8.08 | 5.99 | |
| Deep-ELA Large (25d)Prediction Head=kNN2026.05 | 9.24 | 2.65 | 3.52 | 6.45 | 3.69 | 5.21 | |
| Deep-ELA Large (25d)Prediction Head=RF2026.05 | 10.3 | 2.87 | 3.12 | 9.76 | 5.06 | 6.36 | |
| ELA (50d)Prediction Head=RF2026.05 | 10.41 | 8.51 | 1,473.16 | 3.89 | 148.39 | 342.22 | |
| ELA (50d)Prediction Head=MLP2026.05 | 10.59 | 3.72 | 4.72 | 9.25 | 3.32 | 6.43 | |
| Combined CNNInput Resolution=64x642026.05 | 14.65 | 1.66 | 1.27 | 8.08 | 3.61 | 6.03 | |
| Combined CNNInput Resolution=128x1282026.05 | 14.65 | 1.74 | 1 | 6.86 | 5.6 | 6.15 | |
| Separate CNNInput Resolution=128x1282026.05 | 14.65 | 1.66 | 1 | 8.08 | 3.87 | 6.03 | |
| Separate CNNInput Resolution=64x642026.05 | 14.89 | 1.66 | 1 | 8.08 | 3.87 | 6.08 | |
| Deep-ELA Medium (25d)Prediction Head=kNN2026.05 | 17.57 | 2.69 | 3.91 | 5.73 | 3.79 | 6.91 |