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": "42",
3 "instruction_en": "Using the Power Purchase Agreement (PPA) Cost and Savings Table for Cedar Braker, calculate and populate all relevant values in the summary table under the assumption of a 9.13% discount rate. The analysis should compute the Net Present Value (NPV) for each component — including the Old PPA, Market Stranded Investment (SI), New PPA, and PPA Savings — and compare the economic impact of the different scenarios.",
4 "source_files": [
5 "42_src_0.xlsx"
6 ],
7 "source_files_urls": [
8 "https://huggingface.co/datasets/FinWorkBench/Finch/resolve/main/files/42/42_src_0.xlsx"
9 ],
10 "reference_outputs": {
11 "files": [
12 "42_ref_0.xlsx"
13 ],
14 "text": ""
15 },
16 "reference_file_urls": [
17 "https://huggingface.co/datasets/FinWorkBench/Finch/resolve/main/files/42/42_ref_0.xlsx"
18 ],
19 "task_type": "Calculation, Cross-sheet/file Retrieval",
20 "business_type": "Pricing and Valuation",
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}