GeoChat-Bench

---
license: apache-2.0
---

# GeoChat-7B

GeoChat_Bench consists of converted instructions for LRBEN, HRBEN, AID, UCMerced, and custom evaluation datasets for region captioning, visual grounding and grounding description tasks.
<!-- Provide a longer summary of what this model is. -->
- **Developed by MBZUAI**

### Model Sources

<!-- Provide the basic links for the model. -->

- **Repository:** https://github.com/mbzuai-oryx/GeoChat
- **Paper:** https://arxiv.org/abs/2311.15826

**BibTeX:**

```bibtex
@misc{kuckreja2023geochat,
title={GeoChat: Grounded Large Vision-Language Model for Remote Sensing},
author={Kartik Kuckreja and Muhammad Sohail Danish and Muzammal Naseer and Abhijit Das and Salman Khan and Fahad Shahbaz Khan},
year={2023},
eprint={2311.15826},
archivePrefix={arXiv},
primaryClass={cs.CV}
}
```
## Authors
Kartik Kuckreja, Muhammad Sohail

## Contact
[e-mail]

许可证：Apache-2.0

# GeoChat-7B

GeoChat基准测试集（GeoChat_Bench）涵盖针对LRBEN、HRBEN、AID、UCMerced及自定义评估数据集转换得到的指令集，用于区域图像字幕（region captioning）、视觉接地（visual grounding）与接地描述（grounding description）三类遥感视觉语言任务。
<!-- 提供该模型的详细说明 -->
- **开发方：穆罕默德·本·扎耶德人工智能大学（MBZUAI）**

### 模型相关资源

<!-- 提供该模型的基础链接 -->

- **代码仓库：** https://github.com/mbzuai-oryx/GeoChat
- **学术论文：** https://arxiv.org/abs/2311.15826

**BibTeX 引用格式：**

bibtex
@misc{kuckreja2023geochat,
title={GeoChat: Grounded Large Vision-Language Model for Remote Sensing},
author={Kartik Kuckreja and Muhammad Sohail Danish and Muzammal Naseer and Abhijit Das and Salman Khan and Fahad Shahbaz Khan},
year={2023},
eprint={2311.15826},
archivePrefix={arXiv},
primaryClass={cs.CV}
}

## 作者
Kartik Kuckreja、Muhammad Sohail

## 联系方式
[e-mail]

搜集汇总

背景与挑战

背景概述

GeoChat-Bench是一个用于遥感领域的评估数据集，由MBZUAI开发。它包含转换的指令，覆盖LRBEN、HRBEN、AID和UCMerced等数据集，专门用于区域字幕、视觉定位和定位描述任务的评估。该数据集支持GeoChat模型的研究，旨在提升大型视觉语言模型在遥感图像中的理解和描述能力。