LSR-Ben: A Logical and Scientific Reasoning Benchmark for Evaluating Process Reward Models
LSR-Ben is a new benchmark testing Process Reward Models (PRMs) on scientific and logical reasoning, moving beyond math-only tests. It assesses PRM ability to find errors in diverse scenarios across physics, biology, and deductive reasoning. The benchmark helps researchers improve LLM general reasoning by highlighting where current PRMs struggle.