Bayesian Optimization on noise-free synthetic problems (test)
0.681Normalized Scoreq-UCB
Evaluation Results
| Method | Links | |
|---|---|---|
| q-UCBbatch size (q)=10, sqrt(kappa)=1, rounds=102024.10 | 0.681 | |
| q-UCBbatch size (q)=10, UCB parameter (sqrt(kappa))=1.02024.10 | 0.681 | |
| q-EIbatch size (q)=10, rounds=102024.10 | 0.676 | |
| q-EIbatch size (q)=102024.10 | 0.676 | |
| KBbatch size (q)=10, rounds=102024.10 | 0.672 | |
| KBbatch size (q)=102024.10 | 0.672 | |
| meanBEEBObatch size (q)=10, temperature (T')=5, rounds=102024.10 | 0.67 | |
| meanBEEBObatch size (q)=10, temperature (T')=5.02024.10 | 0.67 | |
| q-UCBbatch size (q)=10, sqrt(kappa)=10, rounds=102024.10 | 0.647 | |
| q-UCBbatch size (q)=10, UCB parameter (sqrt(kappa))=10.02024.10 | 0.647 | |
| maxBEEBObatch size (q)=10, temperature (T')=0.5, rounds=102024.10 | 0.633 | |
| maxBEEBObatch size (q)=10, temperature (T')=0.52024.10 | 0.633 | |
| q-UCBbatch size (q)=10, sqrt(kappa)=0.1, rounds=102024.10 | 0.632 | |
| q-UCBbatch size (q)=10, UCB parameter (sqrt(kappa))=0.12024.10 | 0.632 | |
| meanBEEBObatch size (q)=10, temperature (T')=0.5, rounds=102024.10 | 0.625 | |
| meanBEEBObatch size (q)=10, temperature (T')=0.52024.10 | 0.625 | |
| maxBEEBObatch size (q)=10, temperature (T')=0.05, rounds=102024.10 | 0.613 | |
| maxBEEBObatch size (q)=10, temperature (T')=0.052024.10 | 0.613 | |
| q-UCBbatch size (q)=5, sqrt(kappa)=1, rounds=102024.10 | 0.612 | |
| KBbatch size (q)=5, rounds=102024.10 | 0.612 | |
| meanBEEBObatch size (q)=5, temperature (T')=5, rounds=102024.10 | 0.609 | |
| q-EIbatch size (q)=5, rounds=102024.10 | 0.605 | |
| maxBEEBObatch size (q)=10, temperature (T')=5, rounds=102024.10 | 0.605 | |
| maxBEEBObatch size (q)=10, temperature (T')=5.02024.10 | 0.605 | |
| maxBEEBObatch size (q)=5, temperature (T')=0.5, rounds=102024.10 | 0.578 | |
| q-UCBbatch size (q)=5, sqrt(kappa)=10, rounds=102024.10 | 0.577 | |
| TuRBObatch size (q)=10, rounds=102024.10 | 0.574 | |
| TuRBObatch size (q)=102024.10 | 0.574 | |
| meanBEEBObatch size (q)=10, temperature (T')=0.05, rounds=102024.10 | 0.56 | |
| meanBEEBObatch size (q)=10, temperature (T')=0.052024.10 | 0.56 | |
| maxBEEBObatch size (q)=5, temperature (T')=5, rounds=102024.10 | 0.558 | |
| maxBEEBObatch size (q)=5, temperature (T')=0.05, rounds=102024.10 | 0.553 | |
| GIBBONbatch size (q)=10, config=default, rounds=102024.10 | 0.545 | |
| GIBBONbatch size (q)=102024.10 | 0.545 | |
| meanBEEBObatch size (q)=5, temperature (T')=0.5, rounds=102024.10 | 0.537 | |
| GIBBONbatch size (q)=5, config=default, rounds=102024.10 | 0.533 | |
| q-UCBbatch size (q)=5, sqrt(kappa)=0.1, rounds=102024.10 | 0.525 | |
| meanBEEBObatch size (q)=5, temperature (T')=0.05, rounds=102024.10 | 0.514 | |
| TuRBObatch size (q)=5, rounds=102024.10 | 0.5 | |
| TSbatch size (q)=10, rounds=102024.10 | 0.449 | |
| TSbatch size (q)=102024.10 | 0.449 | |
| TSbatch size (q)=5, rounds=102024.10 | 0.354 |