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": "169",
3 "instruction_en": "Using all the amounts listed under “Due from SCs” and “Due to SCs” in the November market-settlement sheets, compute the ISO’s final net exposure over the entire settlement period. You should make use of the following data from both sides: Total Invoiced, Total Collected, Total Paid, and Total Adjustments, and derive the final net receivable or net payable amount based on the complete receivable–payable relationships. Then calculate what percentage this final net amount represents relative to the total invoiced amount on both sides (i.e., the combined Total Invoiced figures). The final answer should report: (1) whether the ISO is net receivable or net payable; and (2) the percentage of the net amount relative to the total invoiced volume, rounded to three decimal places.",
4 "source_files": [
5 "169_src_0.xlsx"
6 ],
7 "source_files_urls": [
8 "https://huggingface.co/datasets/FinWorkBench/Finch/resolve/main/files/169/169_src_0.xlsx"
9 ],
10 "task_type": "Calculation",
11 "business_type": "Accounts Payable and Receivable",
12 "task_constraints": "",
13 "reference_outputs": {
14 "files": [],
15 "text": "The ISO is in a net-receivable position, with net receivables totaling $6,704,830.54, which represents approximately 0.493% of the total invoiced amount over the entire settlement period."
16 },
17 "reference_file_urls": []
18}