Update README.md

README.md

@@ -21,4 +21,27 @@ dataset_info:
 ---
 # Dataset Card for "VizWiz-Caps"
 
-[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 [VizWiz-Caps](https://arxiv.org/abs/2002.08565v2). It is used in our `lmms-eval` pipeline to allow for one-click evaluations of large multi-modality models.
+
+```
+@inproceedings{gurari2020captioning,
+  title={Captioning images taken by people who are blind},
+  author={Gurari, Danna and Zhao, Yinan and Zhang, Meng and Bhattacharya, Nilavra},
+  booktitle={Computer Vision--ECCV 2020: 16th European Conference, Glasgow, UK, August 23--28, 2020, Proceedings, Part XVII 16},
+  pages={417--434},
+  year={2020},
+  organization={Springer}
+}
+```