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Artem Filippov

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#artificial intelligence Preprint Sep 2026

REALIS: A Curated Dataset for Studying the Challenges of AI Image Detection

AI-generated image detectors are often evaluated on benchmarks where real and synthetic images differ in content, quality, or generation artifacts, allowing models to rely on dataset-specific cues and fail on unfamiliar generators or processed images. Existing datasets provide limited support for evaluating these chall...

A. Gushchin, Khaled Abud, G. Bychkov et al. · 0 citations

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