Hugging Face's logo

Datasets:
Jouesmak
/
DiTFake

Tasks:
Image Classification
Modalities:
Image
Languages:
English
Size:
10K<n<100K
ArXiv:
Tags:
AI-Generated-Image
Diffusion-Transformers
License:
Dataset card Data Studio Files
xet
Community
Dataset Preview
Duplicate
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
Job manager crashed while running this job (missing heartbeats).
Error code:   JobManagerCrashedError

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

image
image
label
class label
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
00_real
End of preview.

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.

statistics result

More implementation details can be found in our GitHub repository.

Downloads last month
63

Paper for Jouesmak/DiTFake