RobustSora: De-Watermarked Benchmark for Robust AI-Generated Video Detection

arXiv — cs.CVFriday, December 12, 2025 at 5:00:00 AM
  • The introduction of RobustSora marks a significant advancement in the detection of AI-generated videos, addressing the challenge posed by digital watermarks embedded in outputs from generative models. This benchmark includes a dataset of 6,500 videos categorized into four types to evaluate the robustness of watermark detection in AI-generated content.
  • This development is crucial as it enhances the reliability of AI-generated video detection systems, ensuring that they can accurately identify both authentic and manipulated content without being misled by watermarks, thereby improving information integrity in digital media.
  • The emergence of RobustSora reflects a growing concern over the integrity of AI-generated content, paralleling advancements in content moderation frameworks and anomaly detection systems. As AI technologies evolve, the need for robust detection mechanisms becomes increasingly vital to combat misinformation and ensure the authenticity of digital media.
— via World Pulse Now AI Editorial System

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