Update README.md

README.md

@@ -9,4 +9,15 @@ tags:
 - Diffusion-Transformers
 size_categories:
 - 10K<n<100K
----
+---
+
+Here is the released dataset (`DiTFake`) for Synthetic Image Detection (SID) proposed in our paper.
+
+> [Improving Synthetic Image Detection Towards Generalization: An Image Transformation Perspective](https://arxiv.org/abs/2408.06741)
+
+This dataset contains 30,000 images in total, including synthetic images generated by three recent DiT-based models (Flux, PixArt, and SD3) and equal numbers of real images from COCO.
+
+<p align="center">
+    <img src="assets/statistics.png" alt="statistics" width=90%/>
+    <img src="assets/result.png" alt="result" width=90%/>
+</p>