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diffusion-based inpainting

techniqueactivediffusion-based-inpainting-ec11cc8a·1 events·first seen 27d ago

Aliases: diffusion-based inpainting

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5arXiv · cs.LG·27d ago·source ↗

AUDITS: A Comprehensive Benchmark for Image Manipulation Localization Across Multiple Analysis Axes

Researchers introduce AUDITS (Analysis Under Domain-shifts, qualIty, Type, and Size), a benchmark of over 530K images designed to evaluate image manipulation detection across multiple axes including domain shift, manipulation type, and size. The dataset draws from user and news photos and incorporates recent diffusion-based inpaintings. Experiments assess the robustness of existing manipulation detection methods under various domain shifts, aiming to advance development of more generalizable detection approaches.