Update README.md

README.md

@@ -1,3 +1,76 @@
 ---
 license: openrail
 ---
+
+# OVDEval：How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection
+
+## Dataset Description
+
+OVDEval is a new benchmark for OVD model, which includes 9 sub-tasks and introduces evaluations on commonsense knowledge, attribute understanding, position understanding, object relation comprehension, and more.
+
+## Languages
+
+The dataset contains questions in English and code solutions in Python.
+
+## Dataset Structure
+
+```python
+{
+  "categories": [
+    {
+      "supercategory": "object",
+      "id": 0,
+      "name": "computer without screen on"
+    }]
+  "annotations": [
+    {
+      "id": 0,
+      "bbox": [
+        111,
+        117,
+        99,
+        75
+      ],
+      "category_id": 0,
+      "image_id": 0,
+      "iscrowd": 0,
+      "area": 7523
+    }]
+  "images": [
+    {
+      "file_name": "64d22c6fe4b011b0db94b993.jpg",
+      "id": 0,
+      "height": 254,
+      "width": 340,
+      "text": [
+        "computer without screen on"
+      ],
+      "neg_text": [
+        "computer with screen on"
+      ]
+    }]
+}
+
+```
+
+### How to use it
+
+Reference https://github.com/om-ai-lab/OVDEval
+
+
+### Data Fields
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/658a2e94991d8e7fb24f7688/ngOkek9wJdppyxPB0xZ8Q.png)
+
+
+## Citation Information
+If you find our data, or code helpful, please cite the original paper:
+
+```
+@article{yao2023evaluate,
+  title={How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection},
+  author={Yao, Yiyang and Liu, Peng and Zhao, Tiancheng and Zhang, Qianqian and Liao, Jiajia and Fang, Chunxin and Lee, Kyusong and Wang, Qing},
+  journal={arXiv preprint arXiv:2308.13177},
+  year={2023}
+}
+```