PUG_SPAR

## PUG: SPAR
PUG: SPAR (Scene, Position, Attribute, Relation) contains 43,560 test samples, with image-caption pairs that evaluate VLMs scene and object recognition, as well as inter-object and object-attribute relationships respectively. We utilize scenes containing up to two objects in 4 unique spatial relationships and 4 different texture variations.

## LICENSE
The datasets are distributed under the CC-BY-NC, with the addenda that they should not be used to train Generative AI models.

## Citing PUG
If you use one of the PUG datasets, please cite:
```
@misc{bordes2023pug,
title={PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning},
author={Florian Bordes and Shashank Shekhar and Mark Ibrahim and Diane Bouchacourt and Pascal Vincent and Ari S. Morcos},
year={2023},
eprint={2308.03977},
archivePrefix={arXiv},
primaryClass={cs.CV}
}
```

## To learn more about the PUG datasets:
Please visit the [website](https://pug.metademolab.com/) and the [github](https://github.com/facebookresearch/PUG)

# PUG: SPAR
PUG: SPAR（场景、位置、属性、关系）数据集包含43560个测试样本，其配套的图像-文本对可分别用于评估视觉语言模型（Vision-Language Models, VLMs）的场景识别、物体识别能力，以及物体间交互关系与物体-属性关联关系。本数据集所采用的场景最多包含两个物体，涵盖4种独特的空间布局关系与4种不同的纹理变体。

## 许可证
本数据集采用CC-BY-NC协议分发，附加条款明确禁止将其用于训练生成式AI（Generative AI）模型。

## 引用PUG数据集
若您使用了任一PUG数据集，请引用如下文献：

@misc{bordes2023pug,
title={PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning},
author={Florian Bordes and Shashank Shekhar and Mark Ibrahim and Diane Bouchacourt and Pascal Vincent and Ari S. Morcos},
year={2023},
eprint={2308.03977},
archivePrefix={arXiv},
primaryClass={cs.CV}
}

## 了解更多PUG数据集相关信息
请访问[官网](https://pug.metademolab.com/)与[GitHub仓库](https://github.com/facebookresearch/PUG)