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": "144",
3 "instruction_en": "Using the daily Crude Oil and Natural Gas prices recorded in the NYMEX Settlement Price Averages table, calculate the required averages and the settlement reference prices, and populate the blank fields at the bottom of the table. Format CRUDE OIL values to three decimal places and Natural Gas values to five decimal places. If that particular statistic doesn’t apply to a given column, just fill in “N/A.”",
4 "source_files": [
5 "144_src_0.xlsx"
6 ],
7 "source_files_urls": [
8 "https://huggingface.co/datasets/FinWorkBench/Finch/resolve/main/files/144/144_src_0.xlsx"
9 ],
10 "task_type": "Calculation, Structuring / Formatting",
11 "business_type": "Trading and Risk Management",
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 "144_ref_0.xlsx"
16 ],
17 "text": ""
18 },
19 "reference_file_urls": [
20 "https://huggingface.co/datasets/FinWorkBench/Finch/resolve/main/files/144/144_ref_0.xlsx"
21 ]
22}