Anomaly Detection on Surface Defect Saliency of Magnetic Tile
Metric: Detection AUROC (higher is better)
Metric: Detection AUROC (higher is better)
| # | Model↕ | Detection AUROC▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | HETMM | 99.5 | No | Hard-normal Example-aware Template Mutual Matchi... | 2023-03-28 | Code |
| 2 | CS-Flow (unsupervised) | 99.3 | Yes | Fully Convolutional Cross-Scale-Flows for Image-... | 2021-10-06 | Code |
| 3 | DifferNet (unsupervised) | 97.7 | Yes | Same Same But DifferNet: Semi-Supervised Defect ... | 2020-08-28 | Code |