File size: 2,067 Bytes
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dataset_info:
config_name: funsd
features:
- name: id
dtype: string
- name: tokens
sequence: string
- name: bboxes
sequence:
sequence: int64
- name: ner_tags
sequence:
class_label:
names:
'0': O
'1': B-HEADER
'2': I-HEADER
'3': B-QUESTION
'4': I-QUESTION
'5': B-ANSWER
'6': I-ANSWER
- name: image
dtype: image
splits:
- name: train
num_bytes: 27288633.0
num_examples: 149
- name: test
num_bytes: 9931720.0
num_examples: 50
download_size: 35837449
dataset_size: 37220353.0
configs:
- config_name: funsd
data_files:
- split: train
path: funsd/train-*
- split: test
path: funsd/test-*
default: true
---
<div align="center">
# Neural Metrics · Noisy scanned forms with key-value ground truth.
<img src="https://img.shields.io/badge/Neural%20Metrics-document%20extraction-4F46E5?style=for-the-badge" alt="Neural Metrics" />
<img src="https://img.shields.io/badge/fork%20of-nielsr%2Ffunsd--layoutlmv3-2563EB?style=flat-square" alt="fork" />
</div>
FUNSD is a small, deliberately grubby set of scanned forms annotated with entities and the links between them. It is the classic sanity check for form understanding.
**We use it for:** key-value pair extraction - entity linking on forms - checking that a model degrades gracefully on genuinely bad scans.
> ### Attribution
> This is an **unmodified fork** of [`nielsr/funsd-layoutlmv3`](https://huggingface.co/datasets/nielsr/funsd-layoutlmv3), created by the [Qwen team](https://huggingface.co/Qwen).
> All weights, files and behaviour are identical to upstream — we rehost it so our experiments stay
> reproducible and version-pinned. The original license and all credit remain with the Qwen team.
> If you want the canonical dataset, please use [the original](https://huggingface.co/datasets/nielsr/funsd-layoutlmv3).
---
<details>
<summary><b>Original dataset card from nielsr/funsd-layoutlmv3</b> (click to expand)</summary>
</details>
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