AI RESEARCH
Are DeepFakes Realistic Enough? Exploring Semantic Mismatch as a Novel Challenge
arXiv CS.CV
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ArXi:2604.28022v1 Announce Type: new Current DeepFake detection scenarios are mostly binary, yet data manipulation can vary across audio, video, or both, whose variability is not captured in binary settings. Four-class audio-visual formulations address this by discriminating manipulation type, but