Beyond Accuracy: Evaluating Grounded Visual Evidence in Thinking with Images

Xuchen Li, Xuzhao Li, Renjie Pi +3

Despite the remarkable progress of Vision-Language Models (VLMs) in adopting "Thinking-with-Images" capabilities, accurately evaluating the authenticity of their reasoning process…