Data · dataset · 2022
TextVQA
Listed in Hugging Face Datasets
TextVQA requires models to read and reason about text in images to answer questions about them.
Description
Specifically, models need to incorporate a new modality of text present in the images and reason over it to answer TextVQA questions. TextVQA dataset contains 45,336 questions over 28,408 images from the OpenImages dataset.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/facebook/textvqa ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:1904.08920 arxiv.org/abs/1904.08920 ↗
publication · from Hugging Face
- arXiv:2007.00398 arxiv.org/abs/2007.00398 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/facebook/textvqa ↗
metadata API · from Hugging Face
Topics
- Stated by source
- visual question answering
- From keywords
- Computer Science & AI
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | facebook/textvqa | 11 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%) |
| concepts[modality].local:modality:text | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:visual-question-answering | 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 |