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News/Not Truly Multilingual: Script Consistency as a Missing Dimension in VLM Evaluation
arxiv
PublishedSeptember 1, 2026 at 4:00 AM

Not Truly Multilingual: Script Consistency as a Missing Dimension in VLM Evaluation

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arXiv:2606.17188v5 Announce Type: replace-cross Abstract: Current multilingual evaluations for Vision-Language Models (VLMs) assume a one-to-one mapping between language and orthography, overlooking billions of users of multi-script languages. We introduce PuMVR (Punjabi Multimodal Visual Reasoning)

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