On a 100-image benchmark of real and fake faces, ChatGPT, Claude, Gemini, and Grok all fell short of dependable zero-shot deepfake detection, with accuracy varying by category and model.
Evaluating trustworthiness and racial bias in face recognition apis using deepfakes.Computer, 56(5):51–61, 2023
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LLMs Are Not Yet Ready for Deepfake Image Detection
On a 100-image benchmark of real and fake faces, ChatGPT, Claude, Gemini, and Grok all fell short of dependable zero-shot deepfake detection, with accuracy varying by category and model.