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Mode recovery research benchmarks · SOTA2 Research

Mode recovery

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Dixon-Price Group B (d=8)

100Mode Recovery Rate

10

Jun 26, 2026

Michalewicz Group A scalable multimodal functions

CHISAO (random)

100Mode Recovery Rate (d=2)

5

Jun 26, 2026

Styblinski-Tang Group A scalable multimodal functions

CHISAO (random)

100Mode Recovery Rate (d=2)

5

Jun 26, 2026

Levy Group A scalable multimodal functions

CHISAO (random)

100Mode Recovery Rate (d=2)

5

Jun 26, 2026

Griewank Group A scalable multimodal functions

CHISAO (carry_tiger)

100Mode Recovery Rate (d=2)

5

Jun 26, 2026

Schwefel Group A scalable multimodal functions

CHISAO (random)

100Mode Recovery Rate (d=2)

5

Jun 26, 2026

Ackley Group A scalable multimodal functions

CHISAO (random)

100Mode Recovery Rate (d=2)

5

Jun 26, 2026

Rastrigin Group A scalable multimodal functions

CHISAO (random)

100Mode Recovery Rate (%) (d=2)

5

Jun 26, 2026

Group B Rotated Hyper-Ellipsoid (d=64)

100Mode Recovery Rate

5

Jun 26, 2026

Rotated Hyper-Ellipsoid Group B d=32

100Mode Recovery Rate

5

Jun 26, 2026

Rotated Hyper-Ellipsoid Group B (d=8)

100Mode Recovery Rate

5

Jun 26, 2026

Rotated Hyper-Ellipsoid Group B d=2

100Mode Recovery Rate

5

Jun 26, 2026

Trid Group B d=64

100Mode Recovery Rate

5

Jun 26, 2026

Group B: Trid d=32

100Mode Recovery Rate

5

Jun 26, 2026

Trid Group B d=2

100Mode Recovery Rate

5

Jun 26, 2026

Group B Dixon-Price d=64

100Mode Recovery Rate

5

Jun 26, 2026

Dixon-Price Group B (d=32)

100Mode Recovery Rate

5

Jun 26, 2026

Dixon-Price Group B (d=2)

100Mode Recovery Rate

5

Jun 26, 2026

Zakharov Group B d=64

100Mode Recovery Rate

5

Jun 26, 2026

Zakharov Group B d=32

100Mode Recovery Rate

5

Jun 26, 2026

Zakharov Group B d=8

100Mode Recovery Rate

5

Jun 26, 2026

Zakharov Group B (d=2)

100Mode Recovery Rate

5

Jun 26, 2026

Rosenbrock Group B (d=64)

100Mode Recovery Rate

5

Jun 26, 2026

Rosenbrock Group B d=32

100Mode Recovery Rate

5

Jun 26, 2026

Rosenbrock Group B (d=8)

100Mode Recovery Rate

5

Jun 26, 2026

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Popular datasets

SPHERE Rosenbrock Dixon-Price Zakharov Rotated Hyper-Ellipsoid

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