---
license: apache-2.0
task_categories:
- image-classification
language:
- en
tags:
- AI-Generated-Image
- 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>

More implementation details can be found in our [GitHub repository](https://github.com/Ouxiang-Li/SAFE).