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Scientific Reasoning research benchmarks – Page 10 · SOTA2 Research

Scientific Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.02Cost (cents)

2

Jun 26, 2026

Science Q&A (test)

PGPO (best alpha)

76.02Chemistry Accuracy

2

Jun 4, 2026

61.68pass@1 Score

2

Jun 2, 2026

198Total Score

2

Apr 21, 2026

Scientific Reasoning Suite Aggregate: OlympicArena, MMLU-Redux, MMLU-Pro, GPQA, SuperGPQA

Agentic Proposing

61.4Mean@1

2

Feb 26, 2026

Agentic Proposing

75.2Mean@1

2

Feb 26, 2026

Agentic Proposing

87.3Mean@1 Accuracy

2

Feb 26, 2026

Agentic Proposing

47.2Mean@1

2

Feb 26, 2026

86.2Overall Score

2

Feb 26, 2026

Empirical Routing

36Winrate

1

Jun 23, 2026

0.002Delta Accuracy

1

Apr 21, 2026

Page 10 of 10

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GPQA SciKnowEval MMLU SciBench ARC

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