Attention at Rest Stays at Rest: Breaking Visual Inertia to Mitigate Relation Hallucinations.

arXiv:2604.01989v4 Announce Type: replace-cross Abstract: While multimodal large language models demonstrate strong entity-level perception, faithfully grounding relational interactions between objects remains a persistent challenge. Although conventional visu