| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| noise-free synthetic problems (test) | q-UCB | Normalized Score0.681 | 42 | 3mo ago | |
| 50 optimization problems COCO, BoTorch, Bayesmark (aggregated) | Mean RP7.02 | 26 | 3mo ago | ||
| Hartmann6 | EA-BO | Normalized Utility98.4 | 11 | 21d ago | |
| Branin | EA-BO | Normalized Utility98.8 | 11 | 21d ago | |
| VLMOP2 | EA-BO | Normalized Utility99.8 | 9 | 21d ago | |
| BraninCurrin | EA-BO | Normalized Utility0.999 | 9 | 21d ago | |
| Modified Branin | ERBO | Final Cumulative Regret685.02 | 9 | 23d ago | |
| Hartmann Complicated | ERBO | Final Cumulative Expected Regret75.35 | 9 | 23d ago | |
| Hartmann | EDRBO | Cumulative Regret63.18 | 9 | 23d ago | |
| Ackley | EDRBO | Final Cumulative Expected Regret259.43 | 9 | 23d ago | |
| Six-Hump Camel | Final Cumulative Regret81.23 | 9 | 23d ago | ||
| Three-Hump Camel | EDRBO | Final Cumulative Regret2.78 | 9 | 23d ago | |
| Portfolio Normal | SBO-KDE | Final Cumulative Expected Regret447.37 | 9 | 23d ago | |
| Portfolio Uniform | SBO-KDE | Final Cumulative Regret325.17 | 9 | 23d ago | |
| Newsvendor | EDRBO | Cumulative Regret7.59 | 9 | 23d ago | |
| Styblinski-Tang d=100 synthetic (round 10) | meanBEEBO | Relative Batch Regret0.389 | 9 | 3mo ago | |
| Rosenbrock d=100 synthetic (round 10) | meanBEEBO | Relative Batch Instantaneous Regret0.014 | 9 | 3mo ago | |
| Rastrigin (d=100) synthetic (round 10) | maxBEEBO | Relative Batch Instantaneous Regret50.1 | 9 | 3mo ago | |
| Powell d=100 synthetic (round 10) | maxBEEBO | Relative Batch Instantaneous Regret1.1 | 9 | 3mo ago | |
| Levy d=100 synthetic (round 10) | maxBEEBO | Relative Batch Instantaneous Regret0.031 | 9 | 3mo ago | |
| Emb. Hartmann 6 d=100 synthetic (round 10) | meanBEEBO | Relative Batch Instantaneous Regret0.035 | 9 | 3mo ago | |
| Ackley d=100 synthetic (round 10) | meanBEEBO | Relative Batch Instantaneous Regret0.137 | 9 | 3mo ago | |
| Styblinski-Tang d=50 synthetic (round 10) | meanBEEBO | Regret (Relative Batch Instantaneous)0.463 | 9 | 3mo ago | |
| Rosenbrock (d=50) synthetic (round 10) | meanBEEBO | Relative Batch Instantaneous Regret0.01 | 9 | 3mo ago | |
| Rastrigin d=50 synthetic (round 10) | maxBEEBO | Relative Batch Instantaneous Regret0.573 | 9 | 3mo ago |
