Anomaly Localization on VisA (P-AUROC and Class-Specific Metrics)
98.6P-AUROCGLAD
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GLADMethod Category=Reconstruction-based methods2024.06 | 98.6 | 94.8 | 99.6 | 97 | 99.1 | 96.9 | 99.8 | 99.8 | 99.6 | 98.6 | 98.9 | 99.5 | 99.4 | |
| SimpleNetMethod Category=Embedding-based methods2024.06 | 98.5 | 98.6 | 99.2 | 99 | 98.5 | 94.5 | 99.6 | 96.4 | 99.8 | 98.8 | 99.2 | 98.6 | 99.3 | |
| RD4ADMethod Category=Embedding-based methods2024.06 | 98.3 | 98.9 | 99.4 | 94.4 | 97.6 | 96.4 | 99.3 | 99.1 | 99.6 | 98.3 | 99.3 | 98.2 | 99.1 | |
| PatchCoreMethod Category=Embedding-based methods2024.06 | 98.1 | 99.2 | 96.5 | 99.2 | 98.9 | 95.9 | 98.5 | 93.5 | 99.8 | 98.4 | 98.9 | 98.3 | 99.3 | |
| DDADMethod Category=Reconstruction-based methods2024.06 | 97.6 | 98.7 | 99.5 | 97.4 | 96.5 | 96.9 | 98.7 | 98.2 | 93.4 | 97.4 | 96.3 | 98.5 | 99.5 | |
| DRAEMMethod Category=Reconstruction-based methods2024.06 | 92 | 91 | 99 | 85 | 97.7 | 82.5 | 99.4 | 99.7 | 98.4 | 94 | 94.3 | 97.6 | 85.8 |