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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rootfiles136136.json

136.json22 linesDownload Raw Back to 136

1{
2  "id": "136",
3  "instruction_en": "Build four multi-year line charts for “AGA Storage Report – Working Gas,” covering Producing, Consuming East, Consuming West, and Total, that compare weekly Storage Level (Bcf) across 1994/95, 1995/96, 1996/97, 1997/98, 1998/99, and 1999/00. Use Bcf on the Y-axis and Week Ending (from 5-Nov to 21-Oct) on the X-axis, include a vertical dashed line separating WINTER and SUMMER, and place each chart on sheets named Producing, East, West, and Total.",
4  "source_files": [
5    "136_src_0.xlsx"
6  ],
7  "source_files_urls": [
8    "https://huggingface.co/datasets/FinWorkBench/Finch/resolve/main/files/136/136_src_0.xlsx"
9  ],
10  "task_type": "Summary / Visualization, Structuring / Formatting",
11  "business_type": "Predictive Modeling",
12  "task_constraints": "",
13  "reference_outputs": {
14    "files": [
15      "136_ref_0.xlsx"
16    ],
17    "text": ""
18  },
19  "reference_file_urls": [
20    "https://huggingface.co/datasets/FinWorkBench/Finch/resolve/main/files/136/136_ref_0.xlsx"
21  ]
22}