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Papers Benchmarks Datasets Tasks

Global Optimization research benchmarks – Page 2 · SOTA2 Research

Global Optimization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

F8 benchmark function

0Final Error (ε)

14

Feb 26, 2026

0Final Error

14

Feb 26, 2026

F5 benchmark function

0Final Error

14

Feb 26, 2026

0Final Error

14

Feb 26, 2026

F3 benchmark function

0.01Computation Time

14

Feb 26, 2026

0Final Error

14

Feb 26, 2026

Dixon-Price function 4d

0.905Mean Optimality Gap

13

Mar 30, 2026

Dixon-Price function 2d

0.86Mean Optimality Gap

13

Mar 30, 2026

Camel hump 6d function

0.87Mean Final Optimality Gap

13

Mar 30, 2026

Camel hump function 3d

81.5Mean Optimality Gap

13

Mar 30, 2026

74.7Mean Final Optimality Gap

13

Mar 30, 2026

Brochu function 6d

0.106Mean Final Optimality Gap

13

Mar 30, 2026

Brochu (4d) function

0.254Mean Final Optimality Gap

13

Mar 30, 2026

Brochu function 2d

Multi-step scenario-based

0.744Mean Final Optimality Gap

13

Mar 30, 2026

Bohachevsky function

0.959Mean Final Optimality Gap

13

Mar 30, 2026

0.639Mean Optimality Gap

13

Mar 30, 2026

Adjiman function

0.627Mean Final Optimality Gap

13

Mar 30, 2026

Ackley function

0.534Mean Final Optimality Gap

13

Mar 30, 2026

Type N3 synthetic various geometries

0.2Computational Time (s)

13

Feb 26, 2026

-3.319Best Objective Value

13

May 20, 2026

14,780F01 Objective Value

12

Jun 5, 2026

GP 10-2 (D=4, T=256)

27Stopping Time

12

Feb 26, 2026

GP 10-6 D=4, T=128

18Stopping Time

12

Feb 26, 2026

10.7Simple Regret

11

Jun 18, 2026

9.65Simple Regret

11

Jun 18, 2026

Page 2 of 9

Popular datasets

CEC Ackley Classical Scalable Benchmark Function COCONut Levy

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