List your company

ResearchFormerly WizWand

Bayesian Optimization

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

CNN hyperparameter tuning

6Mean Stopping Iteration

7

May 22, 2026

Levy synthetic benchmark

35.5Mean Stopping Iteration

7

May 22, 2026

9.7Mean Stopping Iteration

7

May 22, 2026

11.9Mean Stopping Iteration

7

May 22, 2026

GP-sampled functions (sigma=5x10^-3, D=6)

13.5Mean Stopping Iteration

7

May 22, 2026

GP-sampled functions sigma=3x10^-3, D=6

13.6Mean Stopping Iteration

7

May 22, 2026

GP-sampled functions sigma=5x10^-3, D=2

5.5Mean Stopping Iteration

7

May 22, 2026

GP-sampled functions sigma=3x10^-3, D=2

5.4Mean Stopping Iteration

7

May 22, 2026

GP-sampled functions sigma=5x10^-3, D=6, known hyperparameters

14Mean Stopping Iteration

7

May 22, 2026

GP-sampled functions sigma=3x10^-3, D=6, known hyperparameters

14.1Mean Stopping Iteration

7

May 22, 2026

GP-sampled functions sigma=5x10^-3, D=2, known hyperparameters

5.8Mean Stopping Iteration

7

May 22, 2026

GP-sampled functions sigma=3x10^-3, D=2, known hyperparameters

5.3Mean Stopping Iteration

7

May 22, 2026

LCBench (all datasets)

31.4Top-1 Accuracy

6

Jun 1, 2026

50Top-1 Accuracy

6

Jun 1, 2026

0.002Probe Variance

6

May 8, 2026

8D Ackley function

0.27Average Runtime (s)

6

Apr 24, 2026

1.19Average Regret

6

Feb 26, 2026

Temperature d+1=3

0.68Average Regret

6

Feb 26, 2026

428.1Average Regret

6

Feb 26, 2026

Hartmann3 d+1=3

0.26Average Regret

6

Feb 26, 2026

1.72Average Regret

6

Feb 26, 2026

Rosenbrock d+1=3

3.81Average Regret

6

Feb 26, 2026

2.24Average Regret

6

Feb 26, 2026

Eggholder d+1=2

225.68Average Regret

6

Feb 26, 2026

StyblinskiTang d+1=4

13.04Average Regret

6

Feb 26, 2026