Update README.md

README.md

@@ -9,4 +9,57 @@ tags:
 pretty_name: ImageNetVC
 size_categories:
 - 1K<n<10K
----
+---
+# Dataset Card for ImageNetVC
+
+## Dataset Description
+
+- **Repository: https://github.com/hemingkx/ImageNetVC** 
+- **Paper: https://arxiv.org/abs/2305.15028** 
+- **Point of Contact: hemingkx@gmail.com** 
+
+### Dataset Summary
+
+This is the dataset for our paper "ImageNetVC: Zero-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories".
+
+### Supported Tasks
+
+Zero- and Few-shot visual commonsense evaluation.
+
+### Languages
+
+English
+
+## Dataset Structure
+
+### Data Instances
+
+4076
+
+### Data Fields
+
+Color, shape, material, component, and others.
+
+### Data Splits
+
+Dev set for few-shot demonstrations and the main set for zero-shot evaluation.
+
+### Citation Information
+
+If you find this dataset useful, please cite our paper:
+```
+@article{imagenetvc,
+  author       = {Heming Xia and
+                  Qingxiu Dong and
+                  Lei Li and
+                  Jingjing Xu and
+                  Ziwei Qin and
+                  Zhifang Sui},
+  title        = {ImageNetVC: Zero-Shot Visual Commonsense Evaluation on 1000 ImageNet
+                  Categories},
+  journal      = {CoRR},
+  volume       = {abs/2305.15028},
+  year         = {2023},
+  url          = {https://doi.org/10.48550/arXiv.2305.15028},
+}
+```