Interpretable Logical Anomaly Classification via Constraint Decomposition and Instruction Fine-Tuning

Xufei Zhang, Xinjiao Zhou, Ziling Deng +2

Logical anomalies are violations of predefined constraints on object quantity, spatial layout, and compositional relationships in industrial images. While prior work largely treats…