|
--- |
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dataset_info: |
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features: |
|
- name: are_different |
|
dtype: bool |
|
- name: best_image_uid |
|
dtype: string |
|
- name: caption |
|
dtype: string |
|
- name: created_at |
|
dtype: timestamp[ns] |
|
- name: has_label |
|
dtype: bool |
|
- name: image_0_uid |
|
dtype: string |
|
- name: image_0_url |
|
dtype: string |
|
- name: image_1_uid |
|
dtype: string |
|
- name: image_1_url |
|
dtype: string |
|
- name: jpg_0 |
|
dtype: binary |
|
- name: jpg_1 |
|
dtype: binary |
|
- name: label_0 |
|
dtype: float64 |
|
- name: label_1 |
|
dtype: float64 |
|
- name: model_0 |
|
dtype: string |
|
- name: model_1 |
|
dtype: string |
|
- name: ranking_id |
|
dtype: int64 |
|
- name: user_id |
|
dtype: int64 |
|
- name: num_example_per_prompt |
|
dtype: int64 |
|
- name: __index_level_0__ |
|
dtype: int64 |
|
splits: |
|
- name: train |
|
num_bytes: 193273338802 |
|
num_examples: 583747 |
|
- name: validation |
|
num_bytes: 5638295249 |
|
num_examples: 17439 |
|
- name: test |
|
num_bytes: 4621428929 |
|
num_examples: 14073 |
|
- name: validation_unique |
|
num_bytes: 178723392 |
|
num_examples: 500 |
|
- name: test_unique |
|
num_bytes: 178099641 |
|
num_examples: 500 |
|
download_size: 202289408791 |
|
dataset_size: 203889886013 |
|
--- |
|
|
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# Dataset Card for Pick-a-Pic (v1) |
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## Dataset Description |
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- **Homepage: The web app can be found at [pickapic.io](https://pickapic.io/)** |
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- **Repository: The repository of [PickScore](https://github.com/yuvalkirstain/PickScore)** |
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- **Paper: [Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation](https://arxiv.org/abs/2305.01569).** |
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- **Leaderboard: TODO ** |
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- **Point of Contact: TODO ** |
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### Dataset Summary |
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The Pick-a-Pic dataset was collected with the [Pick-a-Pic web app](https://pickapic.io/) and contains over half-a-million examples of human preferences over model-generated images. |
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This dataset with URLs instead of the actual images (which makes it much smaller in size) can be found [here](https://huggingface.co/datasets/yuvalkirstain/pickapic_v1_no_images). |
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See the corresponding paper [Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation](https://arxiv.org/abs/2305.01569) for more details. |
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### Supported Tasks and Leaderboards |
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TODO |
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### Data Splits |
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The dataset has three main splits: train, validation, validation_unique (with one example per prompt), test, and test_unique. |
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### Citation Information |
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