Bayesian Optimization on HPOBench
3,300Computation Time (s)GP-UCB
Evaluation results
| Method | Links | |
|---|---|---|
| GP-UCBSurrogate=Gaussian Process, Acquisition Function=Upper Confidence Bound2026.02 | 3,300 | |
| GP-TSSurrogate=Gaussian Process, Acquisition Function=Thompson Sampling2026.02 | 3,337 | |
| GP-EISurrogate=Gaussian Process, Acquisition Function=Expected Improvement2026.02 | 3,492 | |
| ∞-GP-TSSurrogate=∞-Gaussian Process, Acquisition Function=Thompson Sampling2026.02 | 3,502 | |
| GP-KGSurrogate=Gaussian Process, Acquisition Function=Knowledge Gradient2026.02 | 3,703 |