Bayesian Optimization on NAS-Bench-201
3,689Computation Time (s)GP-UCB
Evaluation results
| Method | Links | |
|---|---|---|
| GP-UCBSurrogate=Gaussian Process, Acquisition Function=Upper Confidence Bound2026.02 | 3,689 | |
| GP-EISurrogate=Gaussian Process, Acquisition Function=Expected Improvement2026.02 | 3,802 | |
| GP-TSSurrogate=Gaussian Process, Acquisition Function=Thompson Sampling2026.02 | 3,920 | |
| ∞-GP-TSSurrogate=∞-Gaussian Process, Acquisition Function=Thompson Sampling2026.02 | 4,009 | |
| GP-KGSurrogate=Gaussian Process, Acquisition Function=Knowledge Gradient2026.02 | 4,202 |