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News/ROSE: Benchmarking the Perception-to-Action Gap in Multimodal Models
arxiv
PublishedJune 20, 2026 at 4:00 AM
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ROSE: Benchmarking the Perception-to-Action Gap in Multimodal Models

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arXiv:2606.19965v1 Announce Type: cross Abstract: Multimodal large language models (MLLMs) are increasingly expected to act on visual information, yet the same scene may require different actions under different task contexts. How reliably can a model turn the same visual evidence into the action re

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