Bayesian Optimization
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
71.5Hit@1
4
May 7, 2026
48.1Hit@1 Accuracy
4
May 7, 2026
31.1Hit@1
4
May 7, 2026
19.7Hit@1 Accuracy
4
May 7, 2026
0.003Relative Batch Instantaneous Regret
4
Feb 26, 2026
7,190,000Simple Regret
3
May 25, 2026
20.6Simple Regret
3
May 25, 2026
85.69Simple Regret
3
May 25, 2026
0.389Simple Regret
3
May 25, 2026
762.78Objective Value
3
May 21, 2026
0.056Objective Value
3
May 21, 2026
0.286Objective Value
3
May 21, 2026
4.353Objective Value
3
May 21, 2026
2.74Final Best Performance
3
May 20, 2026
3.95Final Best Mean
3
May 14, 2026
2.5Final Best Mean
3
May 14, 2026
1.57Final Best Mean
3
May 14, 2026
0.035Relative Batch Instantaneous Regret
3
Feb 26, 2026
0.587Relative Batch Instantaneous Regret
3
Feb 26, 2026
0.073Probe Variance
2
May 8, 2026
0.017Probe Variance
2
May 8, 2026
0.038Probe Variance
2
May 8, 2026
0.009Relative Batch Regret
2
Feb 26, 2026
0.092Relative Batch Instantaneous Regret
2
Feb 26, 2026
—
—Primary metric
0
Apr 29, 2026