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ICBCBench is an industry consortium benchmark for evaluating financial Deep Research Agents in real-world research scenarios. It consists of bilingual objective and subjective tasks across major financial sectors, including capital markets, banking, insurance, and related financial services. Developed with over 50 contributors from more than 40 financial and academic organizations, ICBCBench combines verifiable question answering with expert-aligned long-form report evaluation to assess retrieval–reasoning accuracy, factual grounding, citation reliability, and end-to-end report quality.
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ICBCBench is an industry consortium benchmark for evaluating financial Deep Research Agents in real-world research scenarios. It consists of bilingual objective and subjective tasks across major financial sectors, including capital markets, banking, insurance, and related financial services. Developed with over 50 contributors from more than 40 financial and academic organizations, ICBCBench combines verifiable question answering with expert-aligned long-form report evaluation to assess retrieval–reasoning accuracy, factual grounding, citation reliability, and end-to-end report quality.
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<img src="https://raw.githubusercontent.com/DeepFin-Intelligence/ICBCBench/main/images/overview.png" alt="ICBCBench Overview" width="90%"/>
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