Attention Modules Improve Image-Level Anomaly Detection for Industrial Inspection: A DifferNet Case Study

Benchmark Model Rank Results
anomaly-detection-on-inspladAttentDifferNet (SENet-AlexNet)#1Detection AUROC: 94.34
anomaly-detection-on-inspladRD++ (CBAM-ResNet-18)#3Detection AUROC: 90.75
anomaly-detection-on-inspladRD++ (SENet-ResNet-18)#4Detection AUROC: 90.32