CLIP Embeddings for AI-Generated Image Detection: A Few-Shot Study with Lightweight Classifier
Researchers investigate whether CLIP embeddings can be used to detect AI-generated images, achieving 95% accuracy on the CIFAKE benchmark and 85% accuracy in few-shot adaptation. This study highlights challenges in classifying certain AI-generated image types, such as wide-angle photographs and oil paintings.
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