Paper | Code | Detection AUROC | ModelName | ReleaseDate |
---|---|---|---|---|
Attention Modules Improve Image-Level Anomaly Detection for Industrial Inspection: A DifferNet Case Study | ✓ Link | 94.34 | AttentDifferNet (SENet-AlexNet) | 2023-11-05 |
Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows | ✓ Link | 92.46 | DifferNet | 2020-08-28 |
Attention Modules Improve Image-Level Anomaly Detection for Industrial Inspection: A DifferNet Case Study | ✓ Link | 90.75 | RD++ (CBAM-ResNet-18) | 2023-11-05 |
Attention Modules Improve Image-Level Anomaly Detection for Industrial Inspection: A DifferNet Case Study | ✓ Link | 90.32 | RD++ (SENet-ResNet-18) | 2023-11-05 |
Revisiting Reverse Distillation for Anomaly Detection | ✓ Link | 90.07 | RD++ (ResNet-18) | 2023-01-01 |