Imaging · dataset · 2023
MathVista
Listed in Hugging Face Datasets
Dataset Card for MathVista Dataset Description Paper Information Dataset Examples Leaderboard Dataset Usage Data Downloading Data Format Data Visualization Data Source Automatic Evaluation License
Description
Citation
Dataset Description MathVista is a consolidated Mathematical reasoning benchmark within Visual contexts. It consists of three newly created datasets, IQTest, FunctionQA, and PaperQA, which address the missing visual domains and are tailored to evaluate logical… See the full description on the dataset page: huggingface.co/datasets/AI4Math/MathVista.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/AI4Math/MathVista ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2310.02255 arxiv.org/abs/2310.02255 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/AI4Math/MathVista ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image · multiple choice · question answering · text · text classification · visual question answering
- From keywords
- Chemistry · Computer Science & AI · Engineering · Life Sciences · Mathematics & Statistics · Physics · Tabular
Provenance · 1 source records, 20 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | AI4Math/MathVista | 9 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:chemistry | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['chemistry'] |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[field].local:field:engineering | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['engineering'] |
| concepts[field].local:field:life-sciences | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['biology'] |
| concepts[field].local:field:mathematics-statistics | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['mathematics'] |
| concepts[field].local:field:physics | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['physics'] |
| 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:tabular | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['table'] |
| concepts[task].hf_task:multiple-choice | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:question-answering | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:text-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| 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 |