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Papers Benchmarks Datasets Tasks

Multi-Objective Optimization research benchmarks – Page 9 · SOTA2 Research

Multi-Objective Optimization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Network Topologies 4000 servers

0.96Relative Median Wall Clock Time

5

Feb 26, 2026

Network Topologies 2000 servers

0.94Relative Median Wall Clock Time

5

Feb 26, 2026

Network Topologies 1000 servers

0.95Relative Median Wall Clock Time

5

Feb 26, 2026

Network Topologies 500 servers

0.94Relative Wall Clock Time

5

Feb 26, 2026

Helpful Assistant Harmless-helpful

1.015MPD

4

Apr 7, 2026

Helpful Assistant Humor-helpful

1.439MPD

4

Apr 7, 2026

CEC MOP 2025 (10 functions (30 runs))

10IGD (W/T/L)

4

Mar 31, 2026

4.959Hypervolume (HV)

4

Mar 10, 2026

1.668Hypervolume (HV)

4

Mar 10, 2026

4.647Hypervolume (HV)

4

Mar 10, 2026

WFG9 M=7 (test)

0.328IGD

4

Feb 26, 2026

WFG9 M=5 (test)

0.183IGD

4

Feb 26, 2026

WFG9 M=3 (test)

0.042IGD

4

Feb 26, 2026

WFG8 M=7 (test)

0.413IGD

4

Feb 26, 2026

WFG8 M=5 (test)

0.248IGD

4

Feb 26, 2026

WFG8 M=3 (test)

0.096IGD

4

Feb 26, 2026

WFG7 M=7 (test)

0.326IGD

4

Feb 26, 2026

WFG7 M=5 (test)

0.186IGD

4

Feb 26, 2026

WFG7 M=3 (test)

0.041IGD

4

Feb 26, 2026

WFG5 M=7 (test)

0.321IGD

4

Feb 26, 2026

WFG5 M=5 (test)

0.181IGD

4

Feb 26, 2026

WFG5 M=3 (test)

0.047IGD

4

Feb 26, 2026

DTLZ4 M=7 (test)

0.418IGD

4

Feb 26, 2026

DTLZ4 M=5 (test)

0.3IGD

4

Feb 26, 2026

DTLZ4 M=3 (test)

0.056IGD

4

Feb 26, 2026

Page 9 of 11

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