MVTec 3D-AD

The MVTec 3D-AD dataset/benchmark contains multimodal industrial images that integrate RGB appearance with 3D surface geometry and is used to evaluate unsupervised anomaly detection methods in both 2D and 3D settings.

Papers using MVTec 3D-AD (2)

CMDS-AD: Cross-Modal Dual-Stream Decoupling for Few-Shot Anomaly Detection2026Cross-Modal Mapping and Dual-Branch Reconstruction for 2D-3D Multimodal Industrial Anomaly Detection2026