FinWorkBench/Finch
Finch (FinWorkBench): Benchmarking Finance & Accounting across Spreadsheet-Centric Enterprise Workflows This repository contains the dataset for Finch, an enterprise-grade benchmark for evaluating an agent’s ability to work like a skilled finance & accounting expert (work IQ) on real-world professional workflows. Paper: https://arxiv.org/abs/2512.13168 Evaluation Code: https://github.com/FinWorkBench/Finch 🍻 Updates 2026-4-6: FinWorkBench is accepted to ACL… See the full description on the dataset page: https://huggingface.co/datasets/FinWorkBench/Finch.
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1{
2 "id": "79",
3 "instruction_en": "Consolidate data from each business unit worksheet into a new ETS worksheet, and add three columns: Total, Consol, and Enron:\n\nTotal: Sum of all business units\nConsol: Consolidation adjustments to eliminate intercompany transactions from Citrus and NBP\nEnron: Final consolidated company figures (Total + Consol)",
4 "source_files": [
5 "79_src_0.xlsx"
6 ],
7 "source_files_urls": [
8 "https://huggingface.co/datasets/FinWorkBench/Finch/resolve/main/files/79/79_src_0.xlsx"
9 ],
10 "task_type": "Cross-sheet/file Retrieval, Structuring / Formatting, Calculation",
11 "business_type": "Operational Management, Planning and Budgeting, Report",
12 "task_constraints": "You will be given an Excel file as input. Please perform all required operations by modifying the existing workbook. You may add new sheets if necessary, but you must preserve all original sheets and their contents. Do not replace the workbook with a new file that contains only the results. Return the full updated workbook, including all original sheets plus any newly added sheets.",
13 "reference_outputs": {
14 "files": [
15 "79_ref_0.xlsx"
16 ],
17 "text": ""
18 },
19 "reference_file_urls": [
20 "https://huggingface.co/datasets/FinWorkBench/Finch/resolve/main/files/79/79_ref_0.xlsx"
21 ]
22}