Anomaly Detection on InsPLAD
Metric: Detection AUROC (higher is better)
Metric: Detection AUROC (higher is better)
| # | Model↕ | Detection AUROC▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | AttentDifferNet (SENet-AlexNet) | 94.34 | No | Attention Modules Improve Image-Level Anomaly De... | 2023-11-05 | Code |
| 2 | DifferNet | 92.46 | No | Same Same But DifferNet: Semi-Supervised Defect ... | 2020-08-28 | Code |
| 3 | RD++ (CBAM-ResNet-18) | 90.75 | No | Attention Modules Improve Image-Level Anomaly De... | 2023-11-05 | Code |
| 4 | RD++ (SENet-ResNet-18) | 90.32 | No | Attention Modules Improve Image-Level Anomaly De... | 2023-11-05 | Code |
| 5 | RD++ (ResNet-18) | 90.07 | No | - | - | Code |