FinWorkBench/Finch
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Haoyu Dong
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Finch: Benchmarking Finance & Accounting across Spreadsheet-Centric Enterprise Workflows
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Finch 💰 an enterprise-grade benchmark that measures whether AI agents can truly handle real world finance & accounting work.
FinWorkBench/Finch
✨ Built from real enterprise data (Enron + financial institutions), not synthetic tasks
✨ Tests end-to-end finance workflows
✨ Multimodal & cross-file reasoning
✨ Expert annotated (700+ hours) and genuinely challenging hard
FinWorkBench/Finch
✨ Built from real enterprise data (Enron + financial institutions), not synthetic tasks
✨ Tests end-to-end finance workflows
✨ Multimodal & cross-file reasoning
✨ Expert annotated (700+ hours) and genuinely challenging hard
authored
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papers
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TableSense: Spreadsheet Table Detection with Convolutional Neural Networks
Paper
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2106.13500
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Published
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation
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2108.06712
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Published
Finch: Benchmarking Finance & Accounting across Spreadsheet-Centric Enterprise Workflows
Paper
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2512.13168
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Published
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