Preprint Open access
Beyond Geometry: Benchmarking and Consistency Reasoning for 3D Logical Anomaly Detection
Existing 3D industrial anomaly detection mainly targets local geometric deviations. In contrast, many industrial anomalies violate object-level design or assembly rules, which we define as 3D logical anomalies. To address these challenges, we introduce the Industrial Logical Anomaly Detection Dataset (ILGAD), the first …