A CLIP-based few-shot anomaly classifier with adapters and a cross-modal Anomaly Descriptor reports state-of-the-art VisA results and competitive, not always best, MVTEC-AD results.
Simplenet: A simple network for image anomaly detection and localization,
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CLIP-FSAC++: Few-Shot Anomaly Classification with Anomaly Descriptor Based on CLIP
A CLIP-based few-shot anomaly classifier with adapters and a cross-modal Anomaly Descriptor reports state-of-the-art VisA results and competitive, not always best, MVTEC-AD results.