SOTAVerified

Synthetic Image Detection

Identify if the image is real or generated/manipulated by any generative models (GAN or Diffusion).

Papers

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Showing 1–10 of 28 papers

TitleStatusHype
VERITAS: Verification and Explanation of Realness in Images for Transparency in AI SystemsCode0
CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic Images by AICode1
LEGION: Learning to Ground and Explain for Synthetic Image Detection—0
Explainable Synthetic Image Detection through Diffusion Timestep Ensembling—0
Methods and Trends in Detecting Generated Images: A Comprehensive Review—0
Secret Lies in Color: Enhancing AI-Generated Images Detection with Color Distribution Analysis—0
Orthogonal Subspace Decomposition for Generalizable AI-Generated Image DetectionCode5
Present and Future Generalization of Synthetic Image DetectorsCode0
Detect Fake with Fake: Leveraging Synthetic Data-driven Representation for Synthetic Image DetectionCode0
Improving Synthetic Image Detection Towards Generalization: An Image Transformation PerspectiveCode2
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