# m5b

**Repository Path**: mirrors_microsoft/m5b

## Basic Information

- **Project Name**: m5b
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2025-07-23
- **Last Updated**: 2025-07-26

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

M5 - A Diverse Benchmark to Assess the Performance of Large Multimodal Models Across Multilingual and Multicultural Vision-Language Tasks

This repository contains the new datasets (M5-VGR and M5-VLOD) for the M5 Benchmark paper.

<img width="4812" height="1850" alt="image" src="https://github.com/user-attachments/assets/b95af158-a334-4b47-a156-53b714bce4d6" />


## Contributing

This project welcomes contributions and suggestions.  Most contributions require you to agree to a
Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us
the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.

When you submit a pull request, a CLA bot will automatically determine whether you need to provide
a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions
provided by the bot. You will only need to do this once across all repos using our CLA.

This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/).
For more information see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) or
contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with any additional questions or comments.

## Trademarks

This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft 
trademarks or logos is subject to and must follow 
[Microsoft's Trademark & Brand Guidelines](https://www.microsoft.com/en-us/legal/intellectualproperty/trademarks/usage/general).
Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship.
Any use of third-party trademarks or logos are subject to those third-party's policies.

## Privacy

You can read more about Microsoft's privacy statement [here](https://go.microsoft.com/fwlink/?LinkId=521839).

## Citation

If you use this code or the M5 Benchmark in your research, please cite the following paper:

```bibtex
@inproceedings{
    schneider2024m5benchmark,
    title={M5 -- A Diverse Benchmark to Assess the Performance of Large Multimodal Models Across Multilingual and Multicultural Vision-Language Tasks},
    author={Schneider, Florian and Sitaram, Sunayana},
    booktitle={Findings of the Association for Computational Linguistics: EMNLP 2024},
    address={Miami, Florida, USA},
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.findings-emnlp.250",
    pages={4309--4345},
    year={2024}
}
```