Update README.md

README.md

@@ -25,3 +25,27 @@ configs:
   - split: test
     path: data/test-*
 ---
+<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 [MM-Vet](https://github.com/yuweihao/MM-Vet). It is used in our `lmms-eval` pipeline to allow for one-click evaluations of large multi-modality models.
+
+```
+@misc{yu2023mmvet,
+      title={MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities}, 
+      author={Weihao Yu and Zhengyuan Yang and Linjie Li and Jianfeng Wang and Kevin Lin and Zicheng Liu and Xinchao Wang and Lijuan Wang},
+      year={2023},
+      eprint={2308.02490},
+      archivePrefix={arXiv},
+      primaryClass={cs.AI}
+}
+```