Algorithm Selection on BBOB D=3 2009
4.8relERT (Group 1)Combined CNN
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Combined CNNInput Resolution=64x642026.05 | 4.8 | 5.32 | 3.06 | 8.9 | 66.3 | 18.19 | |
| Combined CNNInput Resolution=128x1282026.05 | 5.54 | 1.9 | 2.29 | 5.21 | 51.57 | 13.78 | |
| Separate CNNInput Resolution=64x642026.05 | 5.54 | 1.83 | 4.98 | 2.63 | 51.39 | 13.75 | |
| Combined CNNInput Resolution=300x3002026.05 | 6.22 | 3.5 | 2.92 | 3.95 | 2.83 | 3.9 | |
| Separate CNNInput Resolution=128x1282026.05 | 6.84 | 1.83 | 2.85 | 8.9 | 2.73 | 4.75 | |
| Deep-ELA Medium (25d)Prediction Head=kNN2026.05 | 11.72 | 2.67 | 2.59 | 5.36 | 2.7 | 5.1 | |
| ELA (50d)Prediction Head=MLP2026.05 | 11.87 | 3.5 | 3.82 | 5.06 | 2.54 | 5.44 | |
| Deep-ELA Large (25d)Prediction Head=kNN2026.05 | 19.94 | 2.73 | 2.69 | 5.15 | 30.75 | 12.65 | |
| Deep-ELA Medium (25d)Prediction Head=RF2026.05 | 53.23 | 2.87 | 3.53 | 4.83 | 4.99 | 14.35 | |
| Deep-ELA Large (25d)Prediction Head=RF2026.05 | 66.76 | 3.02 | 3.48 | 4.63 | 12.02 | 18.61 | |
| SBS (HCMA)2026.05 | 356.1 | 4.46 | 4.98 | 2.63 | 66.81 | 90.43 | |
| ELA (50d)Prediction Head=RF2026.05 | 1,480.68 | 8.33 | 7.07 | 441.96 | 1.22 | 403.67 |