Imaging · dataset · 2025
jbarrow/CommonForms
Listed in Hugging Face Datasets
CommonForms: A Large, Diverse Dataset for Form Field Detection This repository hosts the CommonForms dataset, a web-scale dataset for form field detection, introduced in the paper CommonForms: A Large, Diverse Dataset for Form Field Detection.
Description
CommonForms casts the problem of form field detection as object detection: given an image of a page, predict the location and type (Text Input, Choice Button, Signature) of form fields.
Key Features: Scale: Roughly 55,000 documents comprising… See the full description on the dataset page: huggingface.co/datasets/jbarrow/CommonForms.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/jbarrow/CommonForms ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2509.16506 arxiv.org/abs/2509.16506 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/jbarrow/CommonForms ↗
metadata API · from Hugging Face
Topics
- Stated by source
- document · image · object detection · text
- From keywords
- Computer Science & AI
Provenance · 1 source records, 14 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | jbarrow/CommonForms | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:document | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:image | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:text | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:object-detection | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |