Shypd.aiThe largest open index of AI toolsDeepfakeBench is an open-source coding & development tool that provides a comprehensive benchmark for deepfake detection. It offers a unified platform for evaluating various deepfake detection methods and managing data.
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DeepfakeBench serves as a comprehensive benchmark for deepfake detection, addressing the lack of standardization in the field. It features a unified data management system to ensure consistent input across detection models and an integrated framework for implementing state-of-the-art detection methods. The platform introduces standardized evaluation metrics and protocols, enhancing transparency and reproducibility of performance assessments. DeepfakeBench also facilitates extensive analysis to provide new insights for technological advancements. It supports 36 detectors, including both image and video detectors, and integrates with 9 datasets like FaceForensics++ and Celeb-DF. The tool offers multi-GPU training and comprehensive evaluation metrics such as frame-level AUC, video-level AUC, ACC, EER, PR, and AP.
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