Anomaly Detection and Localization on MPDD 60 (test)
96.2Image AUROCDiffusionAD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DiffusionADCategory=Generative model-based2023.03 | 96.2 | 98.5 | 95.3 | 45.8 | |
| SimpleNetCategory=Feature embedding-based2023.03 | 96.1 | 97.6 | 91.2 | 40.7 | |
| PatchCoreCategory=Feature embedding-based2023.03 | 94.8 | 99 | 93.9 | 43.2 | |
| DRAEMCategory=Generative model-based2023.03 | 94.1 | 91.8 | 78.1 | 28.8 | |
| RD++Category=Feature embedding-based2023.03 | 92.9 | 98.3 | 94.9 | 43.7 | |
| RD4ADCategory=Feature embedding-based2023.03 | 92.7 | 98.7 | 95.3 | 45.5 | |
| DMADCategory=Generative model-based2023.03 | 91.7 | 98 | 92.6 | 42.6 | |
| FastFlowCategory=Generative model-based2023.03 | 88.7 | 80.8 | 49.8 | 11.5 |