Pandey, Atharva

DeduCE: Deductive Consistency as a Framework to Evaluate LLM Reasoning

2025 · arXiv (Cornell University)

Despite great performance on Olympiad-level reasoning problems, frontier large language models can still struggle on high school math when presented with novel problems outside standard benchmarks. Going beyond final accuracy, we propose a deductive consistency …