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Step-level correctness assessment research benchmarks · SOTA2 Research

Step-level correctness assessment

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

55.3PR-AUC

22

Apr 23, 2026

39.5PR-AUC

22

Apr 23, 2026

Calendar (test)

0.789PR-AUC

22

Apr 23, 2026

Meetings (test)

81.9PR-AUC

22

Apr 23, 2026

79.9PR-AUC

22

Apr 23, 2026

ProofNet (test)

Universal-PRM-Qwen2.5-Math-7B

32.9PR-AUC

22

Apr 23, 2026

Qwen2.5-Math-PRM-7B

70.2PR-AUC

22

Apr 23, 2026

Qwen2.5-Math-7B-PRM800k

58.6PR-AUC

22

Apr 23, 2026

Popular datasets

GSM8K MATH SciQA ProofNet StrQA

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