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LVLMs struggle with interactive visual grounding, often failing to effectively acquire target information through dialogue, especially when starting from scratch.
LVLMs can coordinate efficient communication when explicitly prompted, but struggle to do so with implicit cues, revealing a critical gap in AI-human communication parallels.
