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May, 2025
视觉语言模型识别虚拟物体的困难
Vision language models have difficulty recognizing virtual objects
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Tyler Tran, Sangeet Khemlani, J. G. Trafton
TL;DR
本研究探讨了视觉语言模型在理解场景的虚拟物体方面存在的不足。研究提出通过描述虚拟物体来测试AI系统的场景理解能力，发现当前先进的视觉语言模型在处理虚拟对象时表现不佳，揭示了其在多模态输入处理上的局限性。
Abstract
Vision Language Models
(VLMs) are AI systems paired with both language and vision encoders to process
Multimodal Input
. They are capable of performing complex semantic tasks such as automatic captioning, but it r
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