Comprehensive Benchmark for Evaluating Medical Anomaly Detection Algorithms

This work introduces a comprehensive benchmark, BMAD, for evaluating anomaly detection algorithms on medical images across diverse domains, including brain MRI, liver CT, retinal OCT, chest X-ray, and digital histopathology.