Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection

Benchmark Model Rank Results
anomaly-detection-on-chuk-avenueBackground-Agnostic Framework+SSMCTB#3AUC: 93.2%RBDC: 66.04TBDC: 65.12FPS: 24
anomaly-detection-on-mvtec-adDRAEM+SSMCTB#43Detection AUROC: 98.7Segmentation AUROC: 97.2
anomaly-detection-on-mvtec-adNSA+SSMCTB#61Detection AUROC: 97.7Segmentation AUROC: 96.7
anomaly-detection-on-shanghaitechSSMTL+++SSMCTB#11AUC: 83.6%RBDC: 47.73TBDC: 85.65