| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| noise-free synthetic problems (test) | q-UCB | Normalized Score0.681 | 42 | 4d ago | |
| 50 optimization problems COCO, BoTorch, Bayesmark (aggregated) | Mean RP7.02 | 26 | 4d ago | ||
| Styblinski-Tang d=100 synthetic (round 10) | meanBEEBO | Relative Batch Regret0.389 | 9 | 4d ago | |
| Rosenbrock d=100 synthetic (round 10) | meanBEEBO | Relative Batch Instantaneous Regret0.014 | 9 | 4d ago | |
| Rastrigin (d=100) synthetic (round 10) | maxBEEBO | Relative Batch Instantaneous Regret50.1 | 9 | 4d ago | |
| Powell d=100 synthetic (round 10) | maxBEEBO | Relative Batch Instantaneous Regret1.1 | 9 | 4d ago | |
| Levy d=100 synthetic (round 10) | maxBEEBO | Relative Batch Instantaneous Regret0.031 | 9 | 4d ago | |
| Emb. Hartmann 6 d=100 synthetic (round 10) | meanBEEBO | Relative Batch Instantaneous Regret0.035 | 9 | 4d ago | |
| Ackley d=100 synthetic (round 10) | meanBEEBO | Relative Batch Instantaneous Regret0.137 | 9 | 4d ago | |
| Styblinski-Tang d=50 synthetic (round 10) | meanBEEBO | Regret (Relative Batch Instantaneous)0.463 | 9 | 4d ago | |
| Rosenbrock (d=50) synthetic (round 10) | meanBEEBO | Relative Batch Instantaneous Regret0.01 | 9 | 4d ago | |
| Rastrigin d=50 synthetic (round 10) | maxBEEBO | Relative Batch Instantaneous Regret0.573 | 9 | 4d ago | |
| Powell d=50 synthetic (round 10) | meanBEEBO | Relative Batch Instantaneous Regret0.014 | 9 | 4d ago | |
| Levy d=50 synthetic (round 10) | maxBEEBO | Relative Batch Instantaneous Regret2.9 | 9 | 4d ago | |
| Ackley d=50 synthetic (round 10) | meanBEEBO | Relative Batch Instantaneous Regret0.177 | 9 | 4d ago | |
| Styblinski-Tang d=20 synthetic (round 10) | meanBEEBO | Relative Batch Instantaneous Regret0.378 | 9 | 4d ago | |
| Rosenbrock (d=20) synthetic (round 10) | meanBEEBO | Relative Batch Instantaneous Regret0.004 | 9 | 4d ago | |
| Rastrigin d=20 synthetic (round 10) | meanBEEBO | Relative Batch Instantaneous Regret0.541 | 9 | 4d ago | |
| Powell d=20 synthetic (round 10) | meanBEEBO | Relative Batch Instantaneous Regret0.01 | 9 | 4d ago | |
| Levy (d=20) synthetic (round 10) | meanBEEBO | Relative Batch Instantaneous Regret0.063 | 9 | 4d ago | |
| Ackley (d=20) synthetic (round 10) | maxBEEBO | Relative Batch Instantaneous Regret0.219 | 9 | 4d ago | |
| Styblinski-Tang d=10 synthetic (round 10) | meanBEEBO | Relative Batch Instantaneous Regret0.196 | 9 | 4d ago | |
| Rosenbrock d=10 round 10 synthetic | meanBEEBO | Relative Batch Instantaneous Regret0.002 | 9 | 4d ago | |
| Rastrigin d=10 synthetic (round 10) | maxBEEBO | Relative Batch Instantaneous Regret0.402 | 9 | 4d ago | |
| Powell d=10 synthetic (round 10) | meanBEEBO | Relative Batch Instantaneous Regret0.9 | 9 | 4d ago |
