AINeutralarXiv – CS AI · Apr 147/10
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PaperScope: A Multi-Modal Multi-Document Benchmark for Agentic Deep Research Across Massive Scientific Papers
Researchers introduce PaperScope, a comprehensive benchmark for evaluating multi-modal AI systems on complex scientific research tasks across multiple documents. The benchmark reveals that even advanced systems like OpenAI Deep Research and Tongyi Deep Research struggle with long-context retrieval and cross-document reasoning, exposing significant gaps in current AI capabilities for scientific workflows.
🏢 OpenAI