Welcome to the Visual Anomaly and Novelty Detection 2026 Challenge, VAND 4th Edition workshop at CVPR 2026!

Our workshop challenge aims to showcase current progress in anomaly detection across different practical settings whilst addressing critical issues in the field. 

Despite promising results from previous years, e.g., the VAND 3.0 challenge, there remains significant room for improvement in developing robust and generalizable anomaly detection models for industrial use cases. 

Details will be announced soon - stay tuned!