Algorithm Selection on BBOB D=5 2009
6.27relERT (Group 1)Combined CNN
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Combined CNNInput Resolution=300x3002026.05 | 6.27 | 5.27 | 2.72 | 4.12 | 9.56 | 5.6 | |
| Separate CNNInput Resolution=64x642026.05 | 8.79 | 2.39 | 3.24 | 4.25 | 21.64 | 8.3 | |
| Combined CNNInput Resolution=128x1282026.05 | 8.9 | 1.89 | 2.28 | 4.44 | 22.12 | 8.18 | |
| Separate CNNInput Resolution=128x1282026.05 | 9.05 | 2.39 | 2.71 | 5.82 | 9.48 | 6.04 | |
| Combined CNNInput Resolution=64x642026.05 | 9.67 | 3.55 | 2.6 | 5.82 | 24.14 | 9.39 | |
| ELA (50d)Prediction Head=MLP2026.05 | 11.97 | 2.62 | 3.97 | 6.81 | 1.83 | 5.56 | |
| SBS (HCMA)2026.05 | 11.99 | 3.9 | 4.21 | 4.29 | 7.67 | 6.52 | |
| Combined CNNInput Resolution=128x1282026.05 | 11.99 | 1.76 | 3.07 | 3.68 | 7.67 | 5.8 | |
| Combined CNNInput Resolution=300x3002026.05 | 11.99 | 3.9 | 4.21 | 4.29 | 7.67 | 6.52 | |
| Separate CNNInput Resolution=64x642026.05 | 11.99 | 3.9 | 4.21 | 4.29 | 7.67 | 6.52 | |
| Separate CNNInput Resolution=128x1282026.05 | 11.99 | 3.9 | 4.21 | 4.29 | 7.67 | 6.52 | |
| ELA (50d)Prediction Head=MLP2026.05 | 12.43 | 2.9 | 4.21 | 5.77 | 2.74 | 5.72 | |
| Deep-ELA Large (25d)Prediction Head=kNN2026.05 | 14.1 | 2.54 | 3.36 | 3.88 | 9.31 | 6.81 | |
| ELA (50d)Prediction Head=RF2026.05 | 14.14 | 369.26 | 150.44 | 1,470.28 | 1.13 | 402.38 | |
| Deep-ELA Medium (25d)Prediction Head=kNN2026.05 | 15.6 | 2.62 | 3.42 | 5.01 | 2.73 | 6.01 | |
| Combined CNNInput Resolution=64x642026.05 | 16.47 | 5.06 | 3.31 | 4.29 | 2.99 | 6.48 | |
| Deep-ELA Large (25d)Prediction Head=kNN2026.05 | 17.01 | 2.4 | 3.7 | 1.87 | 1.08 | 5.47 | |
| Deep-ELA Large (25d)Prediction Head=RF2026.05 | 17.31 | 4.27 | 4.87 | 4.07 | 4.73 | 7.17 | |
| Deep-ELA Medium (25d)Prediction Head=kNN2026.05 | 17.5 | 2.48 | 3.76 | 3.95 | 1.72 | 6.02 | |
| Deep-ELA Medium (25d)Prediction Head=RF2026.05 | 17.85 | 2.45 | 3.69 | 3.51 | 1.43 | 5.93 | |
| Deep-ELA Large (25d)Prediction Head=RF2026.05 | 25.97 | 3.15 | 3.77 | 5.13 | 8.29 | 9.52 | |
| Deep-ELA Medium (25d)Prediction Head=RF2026.05 | 26.22 | 2.9 | 3.88 | 4.78 | 4.83 | 8.76 | |
| SBS (HCMA)2026.05 | 93.63 | 4.08 | 4.56 | 8.57 | 35.77 | 30.37 | |
| ELA (50d)Prediction Head=RF2026.05 | 379.97 | 96.93 | 408.38 | 589.54 | 74.69 | 318.78 |