AINeutralarXiv – CS AI · Feb 276/106
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Unmasking Reasoning Processes: A Process-aware Benchmark for Evaluating Structural Mathematical Reasoning in LLMs
Researchers introduced ReasoningMath-Plus, a new benchmark with 150 problems designed to evaluate structural mathematical reasoning in large language models. The study reveals that while leading LLMs achieve relatively high final-answer accuracy, they perform significantly worse on process-level evaluation metrics, indicating that answer-only assessments may overestimate actual reasoning capabilities.
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