Datasets:
Tasks:
Image Classification
Modalities:
Image
Formats:
imagefolder
Languages:
English
Size:
1K - 10K
ArXiv:
License:
metadata
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
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.
More implementation details can be found in our GitHub repository.