Socratic-PRMBench: Benchmarking Process Reward Models with Systematic Reasoning Patterns

Xiang Li, Haiyang Yu, Xinghua Zhang +6

Process Reward Models (PRMs) are crucial in complex reasoning and problem-solving tasks (e.g., LLM agents with long-horizon decision-making) by verifying the correctness of each in…