Text-video retrieval models systematically rank AI-generated videos above semantically matched real videos, driven by both visual and temporal cues and amplified by AI content in training data.
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Generative Ghost: Investigating Ranking Bias Hidden in AI-Generated Videos
Text-video retrieval models systematically rank AI-generated videos above semantically matched real videos, driven by both visual and temporal cues and amplified by AI content in training data.