| | --- |
| | 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. |
| | |
