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20232026
most citedHow Multimodal LLMs Solve Image Tasks: A Lens on Visual Grounding, Task Reasoning, and Answer Decoding

1 citations · 2 across the 7 of their papers we have counts for

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cs.AI2026

DocHop: Benchmarking Out-of-domain Multi-hop Reasoning in Information-Dense Documents

Zhuoran Yu, Le Thien Phuc Nguyen, Jaden Park +5

Multimodal Large Language Models (MLLMs) have achieved strong performance on structured visual understanding tasks such as chart and document question answering. However, existing…