Data · dataset · 2022
DocVQA - A Dataset for VQA on Document Images
Listed in Hugging Face Datasets
DocVQA: A Dataset for VQA on Document Images The DocVQA dataset can be downloaded from the challenge page in RRC portal ("Downloads" tab).
Description
Dataset Structure The DocVQA comprises 50, 000 questions framed on 12,767 images. The data is split randomly in an 80−10−10 ratio to train, validation and test splits.
Train split: 39,463 questions, 10,194 images Validation split: 5,349 questions and 1,286 images Test split has 5,188 questions and 1,287 images. Resources and… See the full description on the dataset page: huggingface.co/datasets/eliolio/docvqa.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/eliolio/docvqa ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2007.00398 arxiv.org/abs/2007.00398 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/eliolio/docvqa ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI
- Inferred from text
- Image 65%
Provenance · 1 source records, 8 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | eliolio/docvqa | 14 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].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (65%) |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| 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 |