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ResearchFormerly WizWand

Bayesian Optimization on noise-free synthetic problems (test)

0.681Normalized Scoreq-UCB
0.340920.429210.51750.60579Oct 11, 2024
Updated 8mo ago

Evaluation results

MethodLinks
q-UCBbatch size (q)=10, sqrt(kappa)=1, rounds=102024.100.681
q-UCBbatch size (q)=10, UCB parameter (sqrt(kappa))=1.02024.100.681
q-EIbatch size (q)=10, rounds=102024.100.676
q-EIbatch size (q)=102024.100.676
KBbatch size (q)=10, rounds=102024.100.672
KBbatch size (q)=102024.100.672
meanBEEBObatch size (q)=10, temperature (T')=5, rounds=102024.100.67
meanBEEBObatch size (q)=10, temperature (T')=5.02024.100.67
q-UCBbatch size (q)=10, sqrt(kappa)=10, rounds=102024.100.647
q-UCBbatch size (q)=10, UCB parameter (sqrt(kappa))=10.02024.100.647
maxBEEBObatch size (q)=10, temperature (T')=0.5, rounds=102024.100.633
maxBEEBObatch size (q)=10, temperature (T')=0.52024.100.633
q-UCBbatch size (q)=10, sqrt(kappa)=0.1, rounds=102024.100.632
q-UCBbatch size (q)=10, UCB parameter (sqrt(kappa))=0.12024.100.632
meanBEEBObatch size (q)=10, temperature (T')=0.5, rounds=102024.100.625
meanBEEBObatch size (q)=10, temperature (T')=0.52024.100.625
maxBEEBObatch size (q)=10, temperature (T')=0.05, rounds=102024.100.613
maxBEEBObatch size (q)=10, temperature (T')=0.052024.100.613
q-UCBbatch size (q)=5, sqrt(kappa)=1, rounds=102024.100.612
KBbatch size (q)=5, rounds=102024.100.612
meanBEEBObatch size (q)=5, temperature (T')=5, rounds=102024.100.609
q-EIbatch size (q)=5, rounds=102024.100.605
maxBEEBObatch size (q)=10, temperature (T')=5, rounds=102024.100.605
maxBEEBObatch size (q)=10, temperature (T')=5.02024.100.605
maxBEEBObatch size (q)=5, temperature (T')=0.5, rounds=102024.100.578
q-UCBbatch size (q)=5, sqrt(kappa)=10, rounds=102024.100.577
TuRBObatch size (q)=10, rounds=102024.100.574
TuRBObatch size (q)=102024.100.574
meanBEEBObatch size (q)=10, temperature (T')=0.05, rounds=102024.100.56
meanBEEBObatch size (q)=10, temperature (T')=0.052024.100.56
maxBEEBObatch size (q)=5, temperature (T')=5, rounds=102024.100.558
maxBEEBObatch size (q)=5, temperature (T')=0.05, rounds=102024.100.553
GIBBONbatch size (q)=10, config=default, rounds=102024.100.545
GIBBONbatch size (q)=102024.100.545
meanBEEBObatch size (q)=5, temperature (T')=0.5, rounds=102024.100.537
GIBBONbatch size (q)=5, config=default, rounds=102024.100.533
q-UCBbatch size (q)=5, sqrt(kappa)=0.1, rounds=102024.100.525
meanBEEBObatch size (q)=5, temperature (T')=0.05, rounds=102024.100.514
TuRBObatch size (q)=5, rounds=102024.100.5
TSbatch size (q)=10, rounds=102024.100.449
TSbatch size (q)=102024.100.449
TSbatch size (q)=5, rounds=102024.100.354