Hanhoon Park

Relation Prototype Re-Scoring for CLIP-Based Logical Anomaly Detection and Localization

CLIP-based anomaly detectors have markedly advanced training-free and zero-shot industrial anomaly detection and localization, yet their predictions remain dominated by patch-wise vision–language similarity or anomaly-aware feature scoring. This formulation is intrinsically limited for logical anomalies, in which every...