Black-box Optimization
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0Mean Objective Value
90
Feb 27, 2026
1.15Best Objective Value
28
Apr 29, 2026
0F4
25
Feb 27, 2026
20.708NPR Mean
20
May 15, 2026
2.5Mean Rank
19
Apr 10, 2026
2.194Normalized Best AUC
14
Mar 4, 2026
3.617Final Cumulative Regret
13
May 8, 2026
0.014Final Cumulative Regret
13
May 8, 2026
1.07Average CPU Time (s)
13
Jun 9, 2026
0.51Average CPU Time (s)
13
Apr 28, 2026
82.09BucheRastrigin
12
Feb 27, 2026
491.4Buche_Ras
12
Feb 27, 2026
27.206Average Runtime
11
May 28, 2026
12.425Average Runtime
11
May 28, 2026
33.007Average Runtime
11
May 28, 2026
30.991Average Runtime
11
May 28, 2026
32.5F4 Objective Value
11
Feb 27, 2026
12,150F4
11
Feb 27, 2026
0.045Wall Clock Time (s)
10
Feb 26, 2026
0.043Wall Clock Time (s)
10
Feb 26, 2026
0.1Total Proposal Time (s)
9
May 6, 2026
0.3Total Proposal Time (s)
9
May 6, 2026
1.3Total Proposal Time (s)
9
May 6, 2026
0Total Proposal Time (s)
9
May 6, 2026
0.12Median Best Objective Value
9
Mar 30, 2026