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arxiv_llm_reliability · Aug 3, 2026 · paper
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Grounding Agentic VLMs with Dedicated Segmentation for Fine-Grained Vehicle Damage Assessment
arxiv.orgAug 3, 2026
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In brief
Vision-language models (VLMs) are increasingly deployed as reasoning agents in real-world visual assessment pipelines, yet their spatial grounding remains unreliable for fine-grained, visually ambiguous targets. We st...
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