A. Lavelli

Beyond Accuracy: Evaluating Evidence Grounding in Multimodal Large Language Models for Newspaper Understanding

A framework for multimodal document understanding that jointly evaluates Answer Correctness and Evidence Grounding is presented, suggesting that the two measures capture complementary aspects of model behavior and that evaluating both can help distinguish errors in evidence grounding from errors in answer generation an...