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most citedPreble: Efficient Distributed Prompt Scheduling for LLM Serving

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cs.CV2026

ROSE: Benchmarking the Perception-to-Action Gap in Multimodal Models

Yihao Wang, Zijian He, Jie Ren +1

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…