Datasetpublic

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.

sourceHugging Facecc-by-3.0updated 5mo agoView on Hugging Face

28likes16kdownloads

rootfiles116116.json

116.json18 linesDownload Raw Back to 116

1{
2  "id": "116",
3  "instruction_en": "Compare the month-to-month movement direction of ERCOT peak power prices and NYMEX natural gas prices in 2002 (i.e., whether each month is higher or lower than the previous month). Based on the 12 monthly changes in 2002, determine how many months the two prices moved in the same direction and how many months they moved in opposite directions.",
4  "source_files": [
5    "116_src_0.xlsx"
6  ],
7  "source_files_urls": [
8    "https://huggingface.co/datasets/FinWorkBench/Finch/resolve/main/files/116/116_src_0.xlsx"
9  ],
10  "task_type": "Calculation",
11  "business_type": "Pricing and Valuation, Trading and Risk Management",
12  "task_constraints": "",
13  "reference_outputs": {
14    "files": [],
15    "text": "Same direction: 8 months\nOpposite direction: 2 months\nAdditionally, there are 2 months where one series is unchanged while the other moves, so they fall into neither category."
16  },
17  "reference_file_urls": []
18}