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All SourcesarXiv
#Uncertainty and Reliability

Training Data Efficiency in Multimodal Process Reward Models

Intermediate
Jinyuan Li, Chengsong Huang et al.Feb 4arXiv

Multimodal Process Reward Models (MPRMs) teach AI to judge each step of a picture-and-text reasoning process, not just the final answer.

#Multimodal Process Reward Model#Process Supervision#Monte Carlo Annotation

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