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most citedHuman Cognitive Benchmarks Reveal Foundational Visual Gaps in MLLMs

2 citations · 3 across the 6 of their papers we have counts for

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cs.CL2024

Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs

Xiaoyuan Liu, Wenxuan Wang, Youliang Yuan +4

This paper explores the problem of commonsense level vision-knowledge conflict in Multimodal Large Language Models (MLLMs), where visual information contradicts model's internal co…