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Zero-shot Common Sense Reasoning research benchmarks · SOTA2 Research

Zero-shot Common Sense Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Common Sense Reasoning

72.6Zero-shot Accuracy

148

Jul 9, 2026

Zero-shot Suite (PIQA, HellaSwag, WinoGrande, ARC-e, ARC-c) (test)

82.7PIQA

95

Feb 26, 2026

Commonsense Reasoning Benchmarks (BoolQ, PIQA, HellaSwag, WinoGrande, ARC-e, ARC-c, OBQA) zero-shot

70.185Avg Accuracy

63

Mar 20, 2026

81.28Accuracy

39

Jun 4, 2026

Gated DeltaNet-H2

41.91Accuracy (Zero-shot)

12

Apr 9, 2026

Reasoning Benchmarks Zero-shot (ARC-e, ARC-c, BoolQ, PIQA, SIQA, HellaSwag, OBQA, WinoGrande)

StatQAT-iterative

74.2ARC-e Accuracy

8

May 19, 2026

Popular datasets

BoolQ SIQA Zero-shot Suite Commonsense Reasoning Benchmarks Reasoning Benchmarks

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