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Papers Benchmarks Datasets Tasks

Optimization Modeling research benchmarks – Page 3 · SOTA2 Research

Optimization Modeling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MAMO Easy (Standard)

89.9Accuracy

4

Feb 26, 2026

OptMATH-Bench Standard

65.7Accuracy

4

Feb 26, 2026

R2C with reflection

54Accuracy Rate (AR)

4

Feb 26, 2026

85.7Inference Time

3

May 29, 2026

68.2Inference Time

3

May 29, 2026

NLP4LP (Standard)

81.4Accuracy

3

Feb 26, 2026

MAMO-Complex (Curated (SIRL))

94Accuracy

2

Feb 26, 2026

MAMO Easy (Curated (SIRL))

94.7Accuracy

2

Feb 26, 2026

IndustryOR Curated (SIRL)

76Accuracy

2

Feb 26, 2026

NL4OPT Curated (SIRL)

98.7Accuracy

2

Feb 26, 2026

MAMO Easy Curated (LLMOPT)

95.3Accuracy

2

Feb 26, 2026

NLP4LP Curated (LLMOPT)

95.7Accuracy

2

Feb 26, 2026

NL4OPT Curated (LLMOPT)

99.1Accuracy

2

Feb 26, 2026

BWOR (Standard)

82.9Accuracy

2

Feb 26, 2026

Page 3 of 3

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Mamo IndustryOR ComplexOR NL4OPT NLP4LP

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