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": "159",
3 "instruction_en": "Complete the orange-highlighted cells on the Timing Tracking sheet so they consistently point to the Benchmark Returns sheet. On Benchmark Returns, fill in the previously missing columns using the same logic as the existing columns, validate that the annual breakdown is behaving normally, and add formulas to summarize performance across the full sample period with results flowing back to the tracking view. Assume 250 trading days a year for the full sample period.",
4 "source_files": [
5 "159_src_0.xlsx"
6 ],
7 "source_files_urls": [
8 "https://huggingface.co/datasets/FinWorkBench/Finch/resolve/main/files/159/159_src_0.xlsx"
9 ],
10 "task_type": "Structuring / Formatting, Calculation, Financial Modeling, Validation / Review",
11 "business_type": "Predictive Modeling",
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 "159_ref_0.xlsx"
16 ],
17 "text": ""
18 },
19 "reference_file_urls": [
20 "https://huggingface.co/datasets/FinWorkBench/Finch/resolve/main/files/159/159_ref_0.xlsx"
21 ]
22}