论文研究 arXiv cs.CV Mon, 13 Jul 2026

MultiView-Bench: A Diagnostic Benchmark for World-Centric Multi-View Integration in VLMs

英文标题:MultiView-Bench: A Diagnostic Benchmark for World-Centric Multi-View Integration in VLMs

arXiv:2607.08970v1 Announce Type: new Abstract: Recent benchmarks for VLMs largely assess single- or limited-view perception, leaving untested the core cognitive ability to integrate observations across viewpoints into a coherent, world-centric (allocentric) 3D mental model. We introduce MultiView-
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中文

arXiv:2607.08970v1 Announce Type: new Abstract: Recent benchmarks for VLMs largely assess single- or limited-view perception, leaving untested the core cognitive ability to integrate observations across viewpoints into a coherent, world-centric (allocentric) 3D mental model. We introduce MultiView-

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English / 原文

arXiv:2607.08970v1 Announce Type: new Abstract: Recent benchmarks for VLMs largely assess single- or limited-view perception, leaving untested the core cognitive ability to integrate observations across viewpoints into a coherent, world-centric (allocentric) 3D mental model. We introduce MultiView-