Update README.md

README.md

@@ -40,8 +40,30 @@ configs:
   - split: test
     path: data/test-*
 ---
-# Dataset Card for "NoCaps"
 
-Converted from [HuggingfaceM4/NoCaps](https://huggingface.co/datasets/HuggingFaceM4/NoCaps)
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+<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 [NoCaps](https://nocaps.org/). It is used in our `lmms-eval` pipeline to allow for one-click evaluations of large multi-modality models.
+
+```
+@inproceedings{Agrawal_2019,
+   title={nocaps: novel object captioning at scale},
+   url={http://dx.doi.org/10.1109/ICCV.2019.00904},
+   DOI={10.1109/iccv.2019.00904},
+   booktitle={2019 IEEE/CVF International Conference on Computer Vision (ICCV)},
+   publisher={IEEE},
+   author={Agrawal, Harsh and Desai, Karan and Wang, Yufei and Chen, Xinlei and Jain, Rishabh and Johnson, Mark and Batra, Dhruv and Parikh, Devi and Lee, Stefan and Anderson, Peter},
+   year={2019},
+   month=oct }
+```