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Papers Benchmarks Datasets Tasks

Global Optimization research benchmarks – Page 6 · SOTA2 Research

Global Optimization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0Best Value

7

Jun 11, 2026

-3.32Best Objective Value

7

Jun 11, 2026

-3.86Best Result

7

Jun 11, 2026

3Best

7

Jun 11, 2026

0.39Best Score

7

Jun 11, 2026

-1.03Best Result

7

Jun 11, 2026

0Best Objective Value

7

Jun 11, 2026

0.998Best Score

7

Jun 11, 2026

Ten 30-dimensional benchmark functions

1.1Average Rank

7

May 29, 2026

CEC N_max = 150,000 2011

0.568Accuracy (E)

7

May 6, 2026

562Mean Function Evaluations

7

Mar 17, 2026

Type N2 various geometries synthetic

0.2Computational Time (s)

7

Feb 26, 2026

Type N1 various geometries synthetic

0.51Time (s)

7

Feb 26, 2026

DUST2 (medium tolerance level)

lcb_penalty_HITL_explore

8Converged Runs

6

Apr 10, 2026

XGBoost D=3, T=128

4Stopping Time

6

Feb 26, 2026

5Stopping Time

6

Feb 26, 2026

Rosenbrock D=4, T=96

34Stopping Time

6

Feb 26, 2026

Hartmann 6 (D=6, T=64)

26Stopping Time

6

Feb 26, 2026

Hartmann 3 D=3, T=64

14Stopping Time

6

Feb 26, 2026

Branin D=2, T=128

19Stopping Time

6

Feb 26, 2026

GP 10-2 (D=6, T=512)

45Stopping Time

6

Feb 26, 2026

GP 10-6 (D=6, T=256)

31Stopping Time

6

Feb 26, 2026

GP 10-2 (D=2, T=128)

11Stopping Time

6

Feb 26, 2026

GP† 10-6 (D=2, T=64)

10Stopping Time

6

Feb 26, 2026

-0.041Best Objective Value

6

Feb 26, 2026

Page 6 of 9

Popular datasets

CEC Ackley Classical Scalable Benchmark Function COCONut Levy

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