Anomaly Detection and Localization on DAGM 59 (test)
99.6Image AUROCDiffusionAD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DiffusionADCategory=Generative model-based2023.03 | 99.6 | 97.5 | 93.8 | 65.1 | |
| RD++Category=Feature embedding-based2023.03 | 98.5 | 97.4 | 93.8 | 64.3 | |
| RD4ADCategory=Feature embedding-based2023.03 | 95.8 | 97.5 | 93 | 53.4 | |
| SimpleNetCategory=Feature embedding-based2023.03 | 95.3 | 97.1 | 91.3 | 48.1 | |
| PatchCoreCategory=Feature embedding-based2023.03 | 93.6 | 96.7 | 89.3 | 51.7 | |
| DRAEMCategory=Generative model-based2023.03 | 90.8 | 86.8 | 71 | 30.6 | |
| DMADCategory=Generative model-based2023.03 | 89.1 | 92.5 | 83.8 | 46 | |
| FastFlowCategory=Generative model-based2023.03 | 87.4 | 91.1 | 79.9 | 34.2 |