Improving Synthetic Image Detection Towards Generalization: An Image Transformation Perspective
Paper
•
2408.06741
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Published
•
1
Datasets:
Tasks:
Image Classification
Modalities:
Image
Formats:
imagefolder
Languages:
English
Size:
1K - 10K
ArXiv:
License:
Search is not available for this dataset
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End of preview. Expand
in Data Studio
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.
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