Seeing is Believing: Rich-Context Hallucination Detection for MLLMs via Backward Visual Grounding

Seeing is Believing: Rich-Context Hallucination Detection for MLLMs via Backward Visual Grounding

15 November 2025

Pinxue Guo

Chongruo Wu

Xinyu Zhou

Lingyi Hong

Zhaoyu Chen

Jinglun Li

Kaixun Jiang

Sen-ching Samson Cheung

Wei Zhang

Wenqiang Zhang

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