Bayesian Optimization
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
6Mean Stopping Iteration
7
May 22, 2026
35.5Mean Stopping Iteration
7
May 22, 2026
9.7Mean Stopping Iteration
7
May 22, 2026
11.9Mean Stopping Iteration
7
May 22, 2026
13.5Mean Stopping Iteration
7
May 22, 2026
13.6Mean Stopping Iteration
7
May 22, 2026
5.5Mean Stopping Iteration
7
May 22, 2026
5.4Mean Stopping Iteration
7
May 22, 2026
14Mean Stopping Iteration
7
May 22, 2026
14.1Mean Stopping Iteration
7
May 22, 2026
5.8Mean Stopping Iteration
7
May 22, 2026
5.3Mean Stopping Iteration
7
May 22, 2026
31.4Top-1 Accuracy
6
Jun 1, 2026
50Top-1 Accuracy
6
Jun 1, 2026
0.002Probe Variance
6
May 8, 2026
0.27Average Runtime (s)
6
Apr 24, 2026
1.19Average Regret
6
Feb 26, 2026
0.68Average Regret
6
Feb 26, 2026
428.1Average Regret
6
Feb 26, 2026
0.26Average Regret
6
Feb 26, 2026
1.72Average Regret
6
Feb 26, 2026
3.81Average Regret
6
Feb 26, 2026
2.24Average Regret
6
Feb 26, 2026
225.68Average Regret
6
Feb 26, 2026
13.04Average Regret
6
Feb 26, 2026