---
title: RefCOCO
canonical_url: "https://www.modelscope.cn/datasets/lmms-lab/RefCOCO"
md_url: "https://www.modelscope.cn/datasets/lmms-lab/RefCOCO.md"
repository: lmms-lab/RefCOCO
last_updated: 2024-11-21
license: "Apache License 2.0"
storage_size: "2.1 GB"
downloads: 7185
stars: 1
---

# RefCOCO

> RefCOCO - lmms-lab 在 ModelScope 开源的数据集。Large-scale Multi-modality Models Evaluation Suite

lmms-lab/RefCOCO 是 ModelScope 魔搭社区上的数据集，存储大小 2.1 GB，采用 Apache License 2.0 许可。

- **Repository**: lmms-lab/RefCOCO
- **License**: Apache License 2.0
- **Storage size**: 2.1 GB
- **Downloads**: 7185
- **Stars**: 1
- **Last updated**: 2024-11-21

Source: https://www.modelscope.cn/datasets/lmms-lab/RefCOCO

---

<p align="center" width="100%">
<img src="https://i.postimg.cc/g0QRgMVv/WX20240228-113337-2x.png"  width="100%" height="80%">
</p>

# Large-scale Multi-modality Models Evaluation Suite

> Accelerating the development of large-scale multi-modality models (LMMs) with `lmms-eval`

🏠 [Homepage](https://lmms-lab.github.io/) | 📚 [Documentation](docs/README.md) | 🤗 [Huggingface Datasets](https://huggingface.co/lmms-lab)

# This Dataset

This is a formatted version of [RefCOCO](https://github.com/lichengunc/refer). It is used in our `lmms-eval` pipeline to allow for one-click evaluations of large multi-modality models.

```
@inproceedings{kazemzadeh-etal-2014-referitgame,
    title = "{R}efer{I}t{G}ame: Referring to Objects in Photographs of Natural Scenes",
    author = "Kazemzadeh, Sahar  and
      Ordonez, Vicente  and
      Matten, Mark  and
      Berg, Tamara",
    editor = "Moschitti, Alessandro  and
      Pang, Bo  and
      Daelemans, Walter",
    booktitle = "Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing ({EMNLP})",
    month = oct,
    year = "2014",
    address = "Doha, Qatar",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/D14-1086",
    doi = "10.3115/v1/D14-1086",
    pages = "787--798",
}
```