Anomaly Detection on CAD-SD (test)
0.999AUROCPatchCore
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PatchCoreComAD=true2023.05 | 0.999 | — | — | |
| RD4ADComAD=true2023.05 | 0.999 | — | — | |
| PatchCoreComAD module=True2023.05 | 0.999 | 1 | 0.997 | |
| RD4ADComAD module=True2023.05 | 0.999 | 1 | 0.997 | |
| DRAEMComAD=true2023.05 | 0.993 | — | — | |
| DRAEMComAD module=True2023.05 | 0.991 | 1 | 0.981 | |
| ASTComAD=true2023.05 | 0.989 | — | — | |
| ASTComAD module=True2023.05 | 0.987 | 1 | 0.974 | |
| SA-PatchCoreComAD module=True2023.05 | 0.986 | 1 | 0.972 | |
| SA-PatchCoreComAD module=False2023.05 | 0.974 | 0.988 | 0.959 | |
| ComADMode=Standalone2023.05 | 0.907 | 1 | 0.813 | |
| ASTComAD=false2023.05 | 0.895 | — | — | |
| ASTComAD module=False2023.05 | 0.895 | 0.817 | 0.973 | |
| PatchCoreComAD=false2023.05 | 0.823 | — | — | |
| PatchCoreComAD module=False2023.05 | 0.823 | 0.646 | 1 | |
| RD4ADComAD=false2023.05 | 0.742 | — | — | |
| RD4ADComAD module=False2023.05 | 0.742 | 0.487 | 0.997 | |
| DRAEMComAD=false2023.05 | 0.724 | — | — | |
| DRAEMComAD module=False2023.05 | 0.724 | 0.469 | 0.978 |