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