AINeutralarXiv – CS AI · 6h ago6/10
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CoCoVideo: The High-Quality Commercial-Model-Based Contrastive Benchmark for AI-Generated Video Detection
Researchers introduce CoCoVideo-26K, a new dataset and detection framework for identifying AI-generated videos from commercial systems like those used by major AIGC providers. The work addresses a critical gap in deepfake detection by using high-quality synthetic videos from 13 commercial generators and proposes CoCoDetect, a hybrid approach combining contrastive learning with multimodal AI reasoning to improve detection accuracy.