Datasets:

konfuzio
/

funsd_plus

words sequence	bboxes sequence	labels sequence	grouped_words sequence	linked_groups sequence
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Dataset Card for "funsd_plus"

Additional Information

The FUNSD dataset provides ground truth data for form understanding.

Following research, the FUNSD+ dataset addresses inconsistencies in labeling found in the original FUNSD Vu and Nguyen (2020), which could hinder its effectiveness for key-value extraction.

FUNSD+ significantly expands the document count from 199 to 1,113, while enhancing header, question, and answer statistics as outlined in the provided table.

Besides the increase from 199 documents to 1113 documents we summarize the characteristics of both datasets below. Statistics of the FUNSD dataset are retrieved from the Paper by Jaume et al. (2019).

	FUNSD	FUNSD+
Documents	199	1113
headers	563	1604
questions	4343	14695
answers	3623	12154
questions with no answers	720 (16.6%)	2691 (18.3%)
answers without questions*	0	114 (0.9%)

Key differences emerge in the annotation process between FUNSD and FUNSD+.

Visual Example

Visit https://app.konfuzio.com/d/303962/ to see an example.

The dataset is accessible via our Python SDK or can be customized through the Konfuzio Server. Users are encouraged to explore additional examples relevant to various document types on the official website. The latest research can be cited as follows:

Zagami, D., & Helm, C. (2022, October 18). FUNSD+: A larger and revised FUNSD dataset. Retrieved November 5, 2022, from https://konfuzio.com/de/en/funsd-plus/

Licensing Information

FUNSD+ license

Citation Information

@misc{zagami_helm_2022,
title = {FUNSD+: A larger and revised FUNSD dataset},
author = {Zagami, Davide and Helm, Christopher},
year = 2022,
month = {Oct},
journal = {FUNSD+ | A larger and revised FUNSD dataset},
publisher = {Helm & Nagel GmbH},
url = {http://konfuzio.com/funsd-plus/}
}