Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection

Benchmark Model Rank Results
anomaly-detection-on-chuk-avenueBackground- Agnostic Framework+SSPCAB#5AUC: 92.9%RBDC: 65.99FPS: 24
anomaly-detection-on-chuk-avenueHF2VAD+SSPCAB#25TBDC: 89.28
anomaly-detection-on-mvtec-adDRAEM+SSPCAB#40Detection AUROC: 98.9Segmentation AUROC: 97.2Segmentation AP: 69.9
anomaly-detection-on-mvtec-adCutPaste+SSPCAB#70Detection AUROC: 96.1
anomaly-detection-on-shanghaitechBackground- Agnostic Framework+SSPCAB#10AUC: 83.6%
anomaly-detection-on-shanghaitechHF2VAD+SSPCAB#24RBDC: 45.45TBDC: 84.50