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": "61",
3 "instruction_en": "Add two new entries to the peaker plant comps and then refresh the averages. Constellation (Illinois; Electric Power Daily, article 6/20/2000; operation 6/1/2001) with unspecified turbine type, 300 MW, total cost $130MM, and $433/kW; and TVA (Mississippi; Electric Power Daily, article 6/23/2000; operation 6/1/2002) using GE Gas Turbines, 340 MW, total cost $170MM, and $500/kW. After these are entered, update the overall average and the average excluding GE LM 6000 units.",
4 "source_files": [
5 "61_src_0.xlsx"
6 ],
7 "source_files_urls": [
8 "https://huggingface.co/datasets/FinWorkBench/Finch/resolve/main/files/61/61_src_0.xlsx"
9 ],
10 "reference_outputs": {
11 "files": [
12 "61_ref_0.xlsx"
13 ],
14 "text": ""
15 },
16 "reference_file_urls": [
17 "https://huggingface.co/datasets/FinWorkBench/Finch/resolve/main/files/61/61_ref_0.xlsx"
18 ],
19 "task_type": "Data Entry / Import, Structuring / Formatting, Calculation",
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}