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

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rootfiles100100.json

100.json22 linesDownload Raw Back to 100

1{
2  "id": "100",
3  "instruction_en": "Update the Canada Non-Commercial functional distribution table, ensuring the table remains aligned with the latest staffing data in Sheet2. Additionally, add two columns — Total and %Total — to display the total headcount and percentage for each group.",
4  "source_files": [
5    "100_src_0.xlsx"
6  ],
7  "source_files_urls": [
8    "https://huggingface.co/datasets/FinWorkBench/Finch/resolve/main/files/100/100_src_0.xlsx"
9  ],
10  "task_type": "Structuring / Formatting, Calculation, Validation / Review",
11  "business_type": "Operational Management",
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      "100_ref_0.xlsx"
16    ],
17    "text": ""
18  },
19  "reference_file_urls": [
20    "https://huggingface.co/datasets/FinWorkBench/Finch/resolve/main/files/100/100_ref_0.xlsx"
21  ]
22}