TRACE: A Framework for Analyzing and Enhancing Stepwise Reasoning in Vision-Language Models

Shima Imani, Seungwhan Moon, Lambert Mathias +2

Reliable mathematical and scientific reasoning remains an open challenge for large vision-language models. Standard final-answer evaluation often masks reasoning errors, allowing s…