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  # BizFinBench: A Business-Driven Real-World Financial Benchmark for Evaluating LLMs
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- 📖<a href="https://arxiv.org/abs/25xx.xxxxx">Paper (coming soom)</a> |🐙<a href="https://github.com/HiThink-Research/BizFinBench/">Github</a></h3>|🤗<a href="https://huggingface.co/datasets/HiThink-Research/BizFinBench">Huggingface</a></h3>
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  In recent years, multimodal benchmarks for general domains have guided the rapid development of multimodal models on general tasks. However, the financial field has its peculiarities. It features unique graphical images (e.g., candlestick charts, technical indicator charts) and possesses a wealth of specialized financial knowledge (e.g., futures, turnover rate).
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  # BizFinBench: A Business-Driven Real-World Financial Benchmark for Evaluating LLMs
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+ 📖<a href="https://arxiv.org/abs/2505.19457">Paper</a> |🐙<a href="https://github.com/HiThink-Research/BizFinBench/">Github</a></h3>|🤗<a href="https://huggingface.co/datasets/HiThink-Research/BizFinBench">Huggingface</a></h3>
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  In recent years, multimodal benchmarks for general domains have guided the rapid development of multimodal models on general tasks. However, the financial field has its peculiarities. It features unique graphical images (e.g., candlestick charts, technical indicator charts) and possesses a wealth of specialized financial knowledge (e.g., futures, turnover rate).
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