SOTA Numerical Optimization benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
CEC 50 dimensions 2017	MF-CMA-ES	Mean Objective Value0	37	22d ago
CEC D=10 2022	DoS	Friedman Rank1	30	28d ago
BBOB Rastrigin function Separable	E4-PM3	Median Fitness0	26	21d ago
CEC F10 2022		Average Value1.786	18	1mo ago
CEC F3 2022		Average Score6	18	1mo ago
CEC F2 2022		Average1.334	18	1mo ago
CEC F1 2022		Average Value3	18	1mo ago
CEC D=20 2022	EA4eigCS	Friedman Rank3.17	15	1mo ago
BBOB High Conditioning and Unimodal Functions	E4-PM1	Rotated Ellipsoidal Median0	13	21d ago
BBOB Composite Griewank-Rosenbrock	Polar-PM13	Median Fitness0.23	13	21d ago
BBOB Schaffers F7	Polar-PM3	Median Fitness0	13	21d ago
Weierstrass BBOB	E4-PM3	Median Fitness0	13	21d ago
Rastrigin BBOB	E4-PM3	Median Fitness0	13	21d ago
BBOB Functions with Low or Moderate Conditioning	Polar-PM3	Attractive Sector (Median)0	13	21d ago
BBOB Linear Slope function (Separable)	Polar-PM3	Median Fitness61.749	13	21d ago
BBOB Sphere function Separable	Polar-PM3	Median Fitness0	13	21d ago
BBOB Weak Global Structure - Lunacek bi-Rastrigin	E4-ESD	Median Fitness5.863	13	21d ago
BBOB Weak Global Structure - Katsuura	E4-PM1	Median Fitness3.139	13	21d ago
BBOB Weak Global Structure Gallagher’s Gaussian 21	E4-ESD	Median Fitness0.0773	13	21d ago
BBOB Weak Global Structure Gallagher’s Gaussian 101	Polar-PM1	Median Fitness7.741	13	21d ago
BBOB Weak Global Structure Schwefel	Polar-PM3	Median Fitness39,096.476	13	21d ago
CEC 50D F19 2017	DoS	Mean Value2,056.599	12	2mo ago
CEC 50D F17 2017		Mean Value2,339.293	12	2mo ago
CEC 50D F16 2017		Mean2,469.641	12	2mo ago
CEC 50D F14 2017	DoS	Mean Value1,705.921	12	2mo ago

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