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": "21",
3 "instruction_en": "Add a weekday line directly below the date headers and update the 12/31/2001 (Mon) column. For that day, there are no “Receipts”; record disbursements of $1,980,800 to Calpine (Power Purchases) and $100,000 to an unspecified vendor (Gas Purchases). Under Enron Facility Services, enter $3,101,855 for “$2.5 per day” and -$2,081,386 for “estimate receipt”; in Personnel, EES is $584,500; leave all other items as “-”.",
4 "source_files": [
5 "21_src_0.xlsx"
6 ],
7 "source_files_urls": [
8 "https://huggingface.co/datasets/FinWorkBench/Finch/resolve/main/files/21/21_src_0.xlsx"
9 ],
10 "reference_outputs": {
11 "files": [
12 "21_ref_0.xlsx"
13 ],
14 "text": ""
15 },
16 "reference_file_urls": [
17 "https://huggingface.co/datasets/FinWorkBench/Finch/resolve/main/files/21/21_ref_0.xlsx"
18 ],
19 "task_type": "Data Entry / Import, Structuring / Formatting",
20 "business_type": "Planning and Budgeting",
21 "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."
22}