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News/V-ABS: Action-Observer Driven Beam Search for Dynamic Visual Reasoning
arxiv
PublishedMay 12, 2026 at 4:00 AM

V-ABS: Action-Observer Driven Beam Search for Dynamic Visual Reasoning

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arXiv:2605.10172v1 Announce Type: cross Abstract: Multimodal large language models (MLLMs) have achieved remarkable success in general perception, yet complex multi-step visual reasoning remains a persistent challenge. Although recent agentic approaches incorporate tool use, they often neglect criti

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