Create README.md

README.md

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+---
+license: apache-2.0
+task_categories:
+- text-to-image
+language:
+- en
+pretty_name: ImageReward Dataset
+size_categories:
+- 1K<n<10K
+---
+
+# ImageRewardDB
+
+## Dataset Description
+
+- **Homepage: https://huggingface.co/datasets/wuyuchen/ImageRewardDB** 
+- **Repository: TBD** 
+- **Paper: TBD** 
+
+### Dataset Summary
+
+ImageRewardDB is a comprehensive text-to-image comparison dataset, focusing on text-to-image human preference. 
+It consists of 137k pairs of expert comparisons, based on text prompts and corresponding model outputs from DiffusionDB. 
+To build the ImageRewadDB, we design a pipeline tailored for it, establishing criteria for quantitative assessment and 
+annotator training, optimizing labeling experience, and ensuring quality validation. And ImageRewardDB is now public available at 
+[🤗 Hugging Face Dataset](https://huggingface.co/datasets/wuyuchen/ImageRewardDB).
+
+### Languages
+
+The text in the dataset is all in English.
+
+### Four Subsets
+
+Considering that the ImageRewardDB contains a large number of images, we provide four subsets in different scales to support different needs.
+
+|Subset|Num of Images|Num of Prompts|Size|Image Directory|
+|:--|--:|--:|--:|--:|
+|ImageRewardDB 1K|TBD|1K|TBD|`images/`|
+|ImageRewardDB 2K|TBD|2K|TBD|`images/`|
+|ImageRewardDB 4K|TBD|4K|TBD|`images/`|
+|ImageRewardDB 8K|TBD|8K|TBD|`images/`|
+
+## 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
+
+#### Initial Data Collection and Normalization
+
+[More Information Needed]
+
+#### Who are the source language producers?
+
+[More Information Needed]
+
+### Annotations
+
+#### 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
+
+[More Information Needed]
+
+### Contributions
+
+[More Information Needed]