Uninformed Students: Student-Teacher Anomaly Detection with Discriminative Latent Embeddings

Benchmark Model Rank Results
anomaly-detection-on-visaStudent-Teacher#23Detection AUROC: 93.2
anomaly-detection-on-mvtec-loco-adStudent-Teacher#24Avg. Detection AUROC: 77.3Detection AUROC (only logical): 66.4…
anomaly-detection-on-mvtec-adStudent–Teacher AD (Multiscale)#112Segmentation AUPRO: 91.4Segmentation AP: 45.5
anomaly-detection-on-mvtec-adStudent–Teacher AD (p=33)#113Segmentation AUPRO: 90.0
anomaly-detection-on-mvtec-adStudent–Teacher AD (p=65)#115Segmentation AUPRO: 85.7