GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detection

Benchmark Model Rank Results
anomaly-detection-on-visaGLAD#2Detection AUROC: 99.5Segmentation AUPRO (until 30% FPR): 94.3…
anomaly-detection-on-mpddGLAD#4Detection AUROC: 97.5Segmentation AUROC: 98.7
anomaly-detection-on-mvtec-adGLAD#35Detection AUROC: 99.3Segmentation AUPRO: 95.3Segmentation AUROC: 98.6…