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BBOB

Benchmarks

Task NameDataset NameSOTA ResultTrend
Black-Box OptimizationBBOB d=100
F40
25
Algorithm SelectionBBOB D=5 2009
relERT (Group 1)6.27
24
Numerical OptimizationBBOB High Conditioning and Unimodal Functions
Rotated Ellipsoidal Median0
13
Numerical OptimizationBBOB Composite Griewank-Rosenbrock
Median Fitness0.23
13
Numerical OptimizationBBOB Schaffers F7
Median Fitness0
13
Numerical OptimizationBBOB Functions with Low or Moderate Conditioning
Attractive Sector (Median)0
13
Numerical OptimizationBBOB Linear Slope function (Separable)
Median Fitness61.749
13
Numerical OptimizationBBOB Sphere function Separable
Median Fitness0
13
Numerical OptimizationBBOB Weak Global Structure - Lunacek bi-Rastrigin
Median Fitness5.863
13
Numerical OptimizationBBOB Weak Global Structure - Katsuura
Median Fitness3.139
13
Numerical OptimizationBBOB Weak Global Structure Gallagher’s Gaussian 21
Median Fitness0.0773
13
Numerical OptimizationBBOB Weak Global Structure Gallagher’s Gaussian 101
Median Fitness7.741
13
Numerical OptimizationBBOB Weak Global Structure Schwefel
Median Fitness39,096.476
13
Algorithm SelectionBBOB D=3 2009
relERT (Group 1)4.8
12
Algorithm SelectionBBOB D=2 2009
relERT (Group 1)3.71
12
Mixed-variable optimizationBBOB MixInt
Mean Rank2.17
12
Black-box OptimizationBBOB 10D
BucheRastrigin82.09
12
Black-box OptimizationBBOB-30D
Buche_Ras491.4
12
Constrained OptimizationBBOB-constrained 10D Problems Overall (All Problems Rank)
Average Rank1.38
12
Black-box optimizationBBOB suite d = 30
F4 Objective Value32.5
11
Black-box optimizationBBOB suite d=500
F412,150
11
Algorithm SelectionBBOB D=10 2009
relERT (Group 1)2.74
10
Continuous OptimizationBBOB 20D (test)
F1-152
7
Black-box OptimizationBBOB surrogate 10-dimensional (out-of-distribution)
Rastrigin Function Value71.65
7
Black-Box OptimizationBBOB d = 500 (test)
F10
7
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