Training-free patch-token signals (TTR + LSMI) detect fully generated and partially edited videos at 0.1% FPR better than supervised and training-free baselines.
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SPLIT: Training-Free AI-Generated and Partially Edited Video Detection via Spatial Patch-Level Incoherence and Temporal Roughness
Training-free patch-token signals (TTR + LSMI) detect fully generated and partially edited videos at 0.1% FPR better than supervised and training-free baselines.