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Numerical Optimization research benchmarks – Page 7 · SOTA2 Research

Numerical Optimization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CEC2022 C12 (20D)

2,900.004Mean Objective Value

4

Mar 31, 2026

CEC C11 20D 2022

2,900Mean Objective Value

4

Mar 31, 2026

CEC C10 (20D) 2022

2,432.837Mean Performance

4

Mar 31, 2026

CEC2022 C9 (20D)

2,466.967Mean Objective Value

4

Mar 31, 2026

2,219.708Mean Value

4

Mar 31, 2026

CEC C7 20D 2022

2,016.568Mean Result

4

Mar 31, 2026

CEC C6 20D 2022

1,853.532Mean Objective Value

4

Mar 31, 2026

CEC C5 20D 2022

900.509Mean

4

Mar 31, 2026

CEC C4 20D 2022

810.215Mean Performance

4

Mar 31, 2026

600Mean

4

Mar 31, 2026

CEC C1 20D 2022

300Mean Objective Value

4

Mar 31, 2026

100F1 Mean Value

4

Mar 31, 2026

0F1 Score

4

Feb 27, 2026

Second autocorr. ineq.

96.26Best Bound

3

Jun 11, 2026

Kissing number 11D

348Best Bound

1

Feb 26, 2026

Heilbronn triangles

0.035Best Bound

1

Feb 26, 2026

Sums/differences of sets

1.11Best Bound

1

Feb 26, 2026

Uncertainty ineq.

0.352Best Bound

1

Feb 26, 2026

Schaffers F7 Mod. Ill-conditioned (BBOB)

—

—Primary metric

0

May 13, 2026

BBOB Ellipsoidal function Separable

—

—Primary metric

0

May 13, 2026

CEC 50 dimensions 2017 (F30)

—

—Mean Objective Value

0

Feb 26, 2026

CEC 50 dimensions 2017 (F9)

—

—Mean Error

0

Feb 26, 2026

CEC 50 dimensions F3 2017

—

—Mean Objective Value

0

Feb 26, 2026

CEC 50 dimensions 2017 (F2)

—

—Mean Objective Value

0

Feb 26, 2026

CEC 50 dimensions F1 2017

—

—Mean Objective Value

0

Feb 26, 2026

Page 7 of 7

Popular datasets

CEC BBOB Classical Fixed-Dimensional Benchmark CEC benchmark suite Rastrigin

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