| --- |
| annotations_creators: |
| - crowdsourced |
| language: |
| - en |
| language_creators: [] |
| license: |
| - unknown |
| multilinguality: |
| - monolingual |
| pretty_name: DrawBench |
| size_categories: |
| - n<1K |
| source_datasets: |
| - original |
| tags: [] |
| task_categories: |
| - text-to-image |
| task_ids: [] |
| --- |
| |
| # Dataset Card for DrawBench |
|
|
| ## Table of Contents |
| - [Dataset Card Creation Guide](#dataset-card-creation-guide) |
| - [Table of Contents](#table-of-contents) |
| - [Dataset Description](#dataset-description) |
| - [Dataset Summary](#dataset-summary) |
| - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
| - [Languages](#languages) |
| - [Dataset Structure](#dataset-structure) |
| - [Data Instances](#data-instances) |
| - [Data Fields](#data-fields) |
| - [Data Splits](#data-splits) |
| - [Dataset Creation](#dataset-creation) |
| - [Curation Rationale](#curation-rationale) |
| - [Source Data](#source-data) |
| - [Initial Data Collection and Normalization](#initial-data-collection-and-normalization) |
| - [Who are the source language producers?](#who-are-the-source-language-producers) |
| - [Annotations](#annotations) |
| - [Annotation process](#annotation-process) |
| - [Who are the annotators?](#who-are-the-annotators) |
| - [Personal and Sensitive Information](#personal-and-sensitive-information) |
| - [Considerations for Using the Data](#considerations-for-using-the-data) |
| - [Social Impact of Dataset](#social-impact-of-dataset) |
| - [Discussion of Biases](#discussion-of-biases) |
| - [Other Known Limitations](#other-known-limitations) |
| - [Additional Information](#additional-information) |
| - [Dataset Curators](#dataset-curators) |
| - [Licensing Information](#licensing-information) |
| - [Citation Information](#citation-information) |
| - [Contributions](#contributions) |
|
|
| ## Dataset Description |
|
|
| - **Homepage:** https://imagen.research.google/ |
| - **Repository:** https://github.com/shunk031/huggingface-datasets_DrawBench |
| - **Paper:** https://arxiv.org/abs/2205.11487 |
| |
| ### Dataset Summary |
| |
| [More Information Needed] |
| |
| ### Supported Tasks and Leaderboards |
| |
| [More Information Needed] |
| |
| ### Languages |
| |
| The language data in DrawBench is in English (BCP-47 en-US). |
| |
| ## Dataset Structure |
| |
| ### Data Instances |
| |
| [More Information Needed] |
| |
| ### Data Fields |
| |
| [More Information Needed] |
| |
| ### Data Splits |
| |
| [More Information Needed] |
| |
| ## Dataset Creation |
| |
| ### Curation Rationale |
| |
| [More Information Needed] |
| |
| ### Source Data |
| |
| [More Information Needed] |
| |
| #### Initial Data Collection and Normalization |
| |
| [More Information Needed] |
| |
| #### Who are the source language producers? |
| |
| [More Information Needed] |
| |
| ### Annotations |
| |
| [More Information Needed] |
| |
| #### Annotation process |
| |
| [More Information Needed] |
| |
| #### Who are the annotators? |
| |
| [More Information Needed] |
| |
| ### Personal and Sensitive Information |
| |
| [More Information Needed] |
| |
| ## Considerations for Using the Data |
| |
| ### Social Impact of Dataset |
| |
| [More Information Needed] |
| |
| ### Discussion of Biases |
| |
| [More Information Needed] |
| |
| ### Other Known Limitations |
| |
| [More Information Needed] |
| |
| ## Additional Information |
| |
| ### Dataset Curators |
| |
| [More Information Needed] |
| |
| ### Licensing Information |
| |
| [More Information Needed] |
| |
| ### Citation Information |
| |
| ```bibtex |
| @article{saharia2022photorealistic, |
| title={Photorealistic text-to-image diffusion models with deep language understanding}, |
| author={Saharia, Chitwan and Chan, William and Saxena, Saurabh and Li, Lala and Whang, Jay and Denton, Emily L and Ghasemipour, Kamyar and Gontijo Lopes, Raphael and Karagol Ayan, Burcu and Salimans, Tim and others}, |
| journal={Advances in Neural Information Processing Systems}, |
| volume={35}, |
| pages={36479--36494}, |
| year={2022} |
| } |
| ``` |
| |
| ### Contributions |
| |
| Thanks to Google Research, Brain Team for creating this dataset. |
| |
