Bayesian Optimization
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.681Normalized Score
42
Feb 26, 2026
7.02Mean RP
26
Feb 26, 2026
98.4Normalized Utility
11
May 13, 2026
98.8Normalized Utility
11
May 13, 2026
99.8Normalized Utility
9
May 13, 2026
0.999Normalized Utility
9
May 13, 2026
685.02Final Cumulative Regret
9
May 11, 2026
75.35Final Cumulative Expected Regret
9
May 11, 2026
63.18Cumulative Regret
9
May 11, 2026
259.43Final Cumulative Expected Regret
9
May 11, 2026
81.23Final Cumulative Regret
9
May 11, 2026
2.78Final Cumulative Regret
9
May 11, 2026
447.37Final Cumulative Expected Regret
9
May 11, 2026
325.17Final Cumulative Regret
9
May 11, 2026
7.59Cumulative Regret
9
May 11, 2026
0.389Relative Batch Regret
9
Feb 26, 2026
0.014Relative Batch Instantaneous Regret
9
Feb 26, 2026
50.1Relative Batch Instantaneous Regret
9
Feb 26, 2026
1.1Relative Batch Instantaneous Regret
9
Feb 26, 2026
0.031Relative Batch Instantaneous Regret
9
Feb 26, 2026
0.035Relative Batch Instantaneous Regret
9
Feb 26, 2026
0.137Relative Batch Instantaneous Regret
9
Feb 26, 2026
0.463Regret (Relative Batch Instantaneous)
9
Feb 26, 2026
0.01Relative Batch Instantaneous Regret
9
Feb 26, 2026
0.573Relative Batch Instantaneous Regret
9
Feb 26, 2026