Diagnosing and Mitigating Evidence Misgrounding in Multimodal Knowledge Editing.

arXiv:2610.33075v1 Announce Type: cross Abstract: Multimodal knowledge editing aims to update visually grounded facts in Multimodal Large Language Models (MLLMs) while preserving unrelated text and visual behaviors. However, standard answer-level metrics can h