Update README.md

README.md

@@ -1,7 +1,24 @@
 ---
 license: cc-by-nc-sa-4.0
+task_categories:
+- feature-extraction
+language:
+- en
+tags:
+- deepfake-detection
+- face-generation
+- ai-safety
+- trust-and-safety
+pretty_name: ScaleDF
+size_categories:
+- 10M<n<100M
 ---
 <p align="center">
   <img src="https://huggingface.co/datasets/WenhaoWang/ScaleDF/resolve/main/assets/teasor.png" width="1000">
 </p>
 
+
+# Summary
+This is the dataset proposed in our paper [**Scaling Laws for Deepfake Detection**](https://arxiv.org/abs/2510.16320). 
+
+ScaleDF is the largest dataset in the deepfake detection domain to date. It contains over 5.8 million real images from 51 different datasets (domains) and more than 8.8 million fake images generated by 102 deepfake methods.