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Step-level correctness assessment on MATH (test)

58.6PR-AUC

Qwen2.5-Math-7B-PRM800k

Updated 1mo ago

Evaluation Results

Method	Links
Qwen2.5-Math-7B-PRM800k 2025.11		58.6
ReProbe 2025.11		55.8
Universal-PRM-Qwen2.5-Math-7B 2025.11		53.4
ReProbe 2025.11		53.4
Qwen2.5-Math-PRM-7B 2025.11		53.1
ReProbe 2025.11		52.9
ReProbe 2025.11		46.5
Math-Shepherd-PRM-7B 2025.11		38
RLHFlow-PRM-Deepseek-8B 2025.11		28.9
Skywork-PRM-1.5B 2025.11		28.3
H4-Qwen2.5-PRM-1.5B-0.2 2025.11		25.9
Semantic Entropy 2025.11		25.7
CCP 2025.11		25
Lexical Similarity 2025.11		25
RLHFlow-PRM-Mistral-8B 2025.11		23.3
Degree Matrix 2025.11		22.7
MaxProb 2025.11		22.1
Self-Certainty 2025.11		21.3
MaxEntropy 2025.11		21.2
Perplexity 2025.11		20.5
Random 2025.11		17.3
P(True) 2025.11		16.4