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20242026
most citedMALMM: Multi-Agent Large Language Models for Zero-Shot Robotics Manipulation

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cs.AI2026

Mr.LHDR: A Benchmark for Multimodal Real-World Long-Horizon Deep Research Agents

Minghao Guo, Meng Cao, Sui Zhao +10

Deep research agents are increasingly capable of web search, tool use, multimodal evidence analysis, and information synthesis. However, existing benchmarks mainly evaluate medium-…