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Step-level correctness assessment on Trips (test)

79.9PR-AUC

ReProbe

Updated 1mo ago

Evaluation Results

Method	Links
ReProbe 2025.11		79.9
ReProbe 2025.11		79.3
ReProbe 2025.11		74
ReProbe 2025.11		73.5
Universal-PRM-Qwen2.5-Math-7B 2025.11		73
Qwen2.5-Math-PRM-7B 2025.11		71.1
Qwen2.5-Math-7B-PRM800k 2025.11		70.8
Math-Shepherd-PRM-7B 2025.11		66.2
H4-Qwen2.5-PRM-1.5B-0.2 2025.11		59.7
CCP 2025.11		58.4
RLHFlow-PRM-Deepseek-8B 2025.11		58.3
MaxProb 2025.11		57.8
Lexical Similarity 2025.11		56.9
Semantic Entropy 2025.11		56.5
MaxEntropy 2025.11		54.5
P(True) 2025.11		53.5
Degree Matrix 2025.11		53.4
Random 2025.11		52.4
RLHFlow-PRM-Mistral-8B 2025.11		52.3
Perplexity 2025.11		51.9
Self-Certainty 2025.11		51.6
Skywork-PRM-1.5B 2025.11		43.3