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Multi-Objective Optimization research benchmarks – Page 11 · SOTA2 Research

Multi-Objective Optimization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

WFG9 4-objective

24.891Median Hypervolume

2

May 7, 2026

WFG8 4-objective

0.185Median Hypervolume

2

May 7, 2026

WFG7 4-objective

0.249Median Hypervolume

2

May 7, 2026

WFG6 4-objective

0.196Median Hypervolume

2

May 7, 2026

WFG5 4-objective

0.194Median Hypervolume

2

May 7, 2026

WFG3 4-objective

0.453Median Hypervolume

2

May 7, 2026

WFG2 4-objective

0.608Median Hypervolume

2

May 7, 2026

WFG1 4-objective

19.694Median Hypervolume

2

May 7, 2026

WFG9 3-objective

0.188Median Hypervolume

2

May 7, 2026

WFG8 3-objective

0.145Median Hypervolume

2

May 7, 2026

WFG7 3-objective

0.192Median Hypervolume

2

May 7, 2026

WFG6 3-objective

0.139Median Hypervolume

2

May 7, 2026

WFG5 3-objective

0.141Median Hypervolume

2

May 7, 2026

WFG4 3-objective

0.231Median Hypervolume

2

May 7, 2026

WFG2 3-objective

0.582Median Hypervolume

2

May 7, 2026

WFG1 3-objective

0.171Median Hypervolume

2

May 7, 2026

Fruit-Tree 6 Objectives

15,605.9Mean Hypervolume

2

Apr 7, 2026

State-of-the-art MOO methods

1Number of Trained LLMs

2

Apr 7, 2026

—

—Primary metric

0

Feb 26, 2026

Strongly Convex

—

—Primary metric

0

Feb 26, 2026

Page 11 of 11

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