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Process-level verification research benchmarks · SOTA2 Research

Process-level verification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MATH ProcessBench (test)

RLHFlow-PRM-Mistral-8B

9.6Error Rate

26

Feb 26, 2026

ProcessBench Aggregate (test)

Qwen2.5-Math-7B-PRM800K

56.5Avg F1

13

Feb 26, 2026

OlympiadBench ProcessBench (test)

RLHFlow-PRM-Mistral-8B

8.2Error

13

Feb 26, 2026

GSM8K ProcessBench (test)

RLHFlow-PRM-Deepseek-8B

24.2Error Rate

13

Feb 26, 2026

Popular datasets

GSM8K MATH OlympiadBench PROCESSBENCH

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