language:en license:mit size_categories:1K<n<10K format:json modality:text library:datasets library:pandas library:mlcroissant library:polars region:us Environmental Science
---
license: mit
language:
- en
size_categories:
- 1K<n<10K
tags:
- Environmental Science
---

<div align="center">
<h1 align="center"><font face="Arial">EnvBench: A Benchmark Dataset for Environmental Science</font></h1>

</div>

***EnvBench** is a domain-specific benchmark dataset designed to evaluate large language models (LLMs) in the field of environmental science. This dataset supports robust performance evaluation across diverse tasks and themes, providing a comprehensive benchmark for domain-specific language model applications in environmental science.*

---


## ✏️ Download and Usage  

Download the dataset: [EnvBench](https://huggingface.co/datasets/SustcZhangYX/EnvBench)  

```shell
git lfs install
git clone https://huggingface.co/datasets/SustcZhangYX/EnvBench
```
An example is provided, and you can customize the input to suit your requirements:

```python
from datasets import load_dataset

# Load EnvBench dataset
dataset = load_dataset("SustcZhangYX/EnvBench")
```

## 🌏 Acknowledgement

We acknowledge the invaluable contributions of open-access environmental science journals, which provided the foundational data for generating EnvBench. These efforts have enabled the development of a robust benchmark for evaluating large language models in this domain.

## ❗Disclaimer

This dataset is intended for academic research and exploration only. Outputs evaluated using this dataset may exhibit inaccuracies or limitations inherent to large language models.

## Limitations

- The dataset may not fully capture all aspects of environmental science research.
- Task coverage is broad but not exhaustive across all subfields.

## 🚩Citation

If you use EnvBench in your research or applications, please cite this work as follows:

```Markdown
[Placeholder for Citation]  
Please refer to the forthcoming publication for details about EnvGPT. 
This section will be updated with the citation once the paper is officially published. 
```
