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Qian Xuesen Laboratory of Space Technology, China Academy of Space Technology, Beijing, China
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Even the best multimodal agents struggle with realistic visual scenarios, achieving only 27% accuracy on the new AgentVista benchmark that demands long-horizon tool use across web search, image search, and code.