A benchmark showing lightweight off-the-shelf models can exceed 99% accuracy on GenImage for AI-image detection, with spectral inputs and decision fusion, at a fraction of larger models' compute.
Seeing is not always believing: Benchmarking human and model perception of ai-generated images,
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LAID: Lightweight AI-Generated Image Detection in Spatial and Spectral Domains
A benchmark showing lightweight off-the-shelf models can exceed 99% accuracy on GenImage for AI-image detection, with spectral inputs and decision fusion, at a fraction of larger models' compute.