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.
2816k
1{
2 "id": "138",
3 "instruction_en": "Add a new worksheet titled “P&C” and build a Property & Casualty Insurance Highlights page modeled after the other summary tabs. Set the header at the top (American Financial Group; Property & Casualty Insurance Highlights; (In millions)) and lay out Fourth Quarter 2003 vs. 2002 and Twelve Months Ended 2003 vs. 2002 with an “Inc (Dec)” column, consistent with the existing format.",
4 "source_files": [
5 "138_src_0.xlsx"
6 ],
7 "source_files_urls": [
8 "https://huggingface.co/datasets/FinWorkBench/Finch/resolve/main/files/138/138_src_0.xlsx"
9 ],
10 "task_type": "Structuring / Formatting, Summary / Visualization",
11 "business_type": "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 "138_ref_0.xlsx"
16 ],
17 "text": ""
18 },
19 "reference_file_urls": [
20 "https://huggingface.co/datasets/FinWorkBench/Finch/resolve/main/files/138/138_ref_0.xlsx"
21 ]
22}