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Papers Benchmarks Datasets Tasks

Natural Language Reasoning research benchmarks · SOTA2 Research

Natural Language Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

89.62Accuracy

43

May 25, 2026

GSM8K, MATH, SVAMP, ASDiv, MAWPS, CARP

82.5Average Score

29

Feb 26, 2026

code-davinci-002

54Synth. Reason. (AS)

16

Feb 26, 2026

BoolQ, ARC-e, ARC-c, WinoGrande (WinoG), HellaSwag (HelloS)

75.2BoolQ Accuracy

4

Apr 14, 2026

54.4Accuracy

4

Feb 26, 2026

Popular datasets

DROP HELM GSM8K, MATH, SVAMP, ASDiv, MAWPS, CARP Big-GSM BoolQ, ARC, WinoGrande, HellaSwag

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