Hyperparameter Optimization
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
8.07Validation Error
52
Feb 26, 2026
4.399Validation Error
31
Feb 26, 2026
4.709Validation Error
28
Feb 26, 2026
34.7Validation Error
24
Feb 26, 2026
0.628Validation Error
24
Feb 26, 2026
21.7Validation Error
24
Feb 26, 2026
22.1Validation Error
24
Feb 26, 2026
0.006Final Simple Regret
22
May 8, 2026
0.893Final Simple Regret
22
May 8, 2026
0.021Final Simple Regret
22
May 8, 2026
0.007Final Simple Regret
22
May 8, 2026
0.023Final Simple Regret
22
May 8, 2026
0.012Final Simple Regret
22
May 8, 2026
0.008Final Simple Regret
22
May 8, 2026
0.017Final Simple Regret
22
May 8, 2026
0.643Score
15
Feb 26, 2026
99.04Best Validation bpb
13
Jun 23, 2026
2.72Average Rank
10
Jun 11, 2026
119.25Rank@1
10
Feb 26, 2026
100.12Mean
10
Feb 26, 2026
48.36Normalized Regret AUC
9
Jun 11, 2026
40.14Normalized Regret AUC
9
Jun 11, 2026
6.96Normalized Regret AUC
9
Jun 11, 2026
10.4Normalized Regret AUC
9
Jun 11, 2026
1.48Normalized Accuracy @ 1
9
Feb 26, 2026