Comparative analysis of AI-generated content detection research.

<p>Comparative analysis of AI-generated content detection research.</p>

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Bibliographic Details
Main Author:	Xiaolong Zhang (470454) (author)
Other Authors:	Zekai Yu (22693705) (author), Jianqiao Zhao (14519036) (author)
Published:	2025
Subjects:	Developmental Biology Space Science Biological Sciences not elsewhere classified Information Systems not elsewhere classified representing substantial improvements provide valuable insights model generalization capabilities model evaluation shows dynamically adjusts attention different artistic styles artbench dataset demonstrate ablation studies validate generated content detection addressing authenticity challenges novel detection framework paper proposes scadet generative ai technology detection framework authenticity verification xlink "> results advance rapid development originality validation low variance full image csan components csan ). contrastive learning comprehensive experiments baseline methods average accuracy
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