Datasets:
Tasks:
Image Classification
Modalities:
Image
Formats:
imagefolder
Languages:
English
Size:
1K - 10K
ArXiv:
License:
File size: 840 Bytes
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---
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). |