Deepfake Detection
Comprehensive analysis of deepfake detection showing best commercial detectors achieve 78-87% in-the-wild accuracy vs 96%+ in controlled settings, with Deepfake-Eval-2024 benchmark revealing 45-50% performance drops on real-world content. Human detection averages 55.5% (meta-analysis of 56 papers).
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