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Step-wise Verification research benchmarks · SOTA2 Research

Step-wise Verification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MMMU, MathVision, MathVerse-VO, DynaMath, WeMath Overall

Gemini-2.0-Flash

62.3Macro F1

18

Feb 27, 2026

63.9Macro F1

18

Feb 27, 2026

Gemini-2.0-Flash

66.7Macro F1

18

Feb 27, 2026

Gemini-2.0-Flash

62.8Macro F1

18

Feb 27, 2026

61.7Macro F1

18

Feb 27, 2026

59.2Macro F1

18

Feb 27, 2026

37.3TNR

15

May 21, 2026

ProcessBench Overall

72.3F1 Score

13

May 21, 2026

ProcessBench Omni-MATH

63.1TNR

13

May 21, 2026

ProcessBench OlympiadBench

61.3TNR

13

May 21, 2026

ProcessBench Math

69.5TNR

13

May 21, 2026

ProcessBench GSM8K v1 (val)

68.6True Negative Rate

13

May 21, 2026

Popular datasets

PROCESSBENCH MMMU MathVerse MathVision WeMath

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