https://github.com/shunk031/huggingface-datasets_drawbench
DrawBench for huggingface datasets
https://github.com/shunk031/huggingface-datasets_drawbench
datasets drawbench huggingface huggingface-datasets text-to-image-evaluation
Last synced: 7 months ago
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DrawBench for huggingface datasets
- Host: GitHub
- URL: https://github.com/shunk031/huggingface-datasets_drawbench
- Owner: shunk031
- Created: 2023-09-27T12:44:04.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2023-09-27T13:13:32.000Z (about 2 years ago)
- Last Synced: 2025-01-10T17:53:45.391Z (9 months ago)
- Topics: datasets, drawbench, huggingface, huggingface-datasets, text-to-image-evaluation
- Language: Python
- Homepage: https://huggingface.co/datasets/shunk031/DrawBench
- Size: 43 KB
- Stars: 1
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
---
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.