Anomaly Detection on ELPV (AUROC and AUPRC)
90.6AUROCAnomaly Personalization
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Anomaly PersonalizationShots=82025.02 | 90.6 | 94.1 | |
| Anomaly PersonalizationShots=42025.02 | 87.3 | 92.8 | |
| Anomaly PersonalizationShots=22025.02 | 87.2 | 92.8 | |
| InCTRLShots=82025.02 | 87.2 | 92.6 | |
| InCTRLShots=22025.02 | 85.6 | 92 | |
| InCTRLShots=42025.02 | 84.6 | 91.6 | |
| WinCLIPShots=22025.02 | 83.9 | 91.3 | |
| PatchcoreShots=82025.02 | 83.7 | 91.5 | |
| CoOpShots=82025.02 | 81.7 | 90.5 | |
| WinCLIPShots=82025.02 | 81.4 | 89.7 | |
| CoOpShots=42025.02 | 78.1 | 86.7 | |
| RegADShots=22025.02 | 76.2 | 84.1 | |
| PatchcoreShots=42025.02 | 75.6 | 87.1 | |
| WinCLIPShots=42025.02 | 75.4 | 86.4 | |
| CoOpShots=22025.02 | 72.6 | 84.9 | |
| PaDiMShots=82025.02 | 72.4 | 79.8 | |
| PaDiMShots=22025.02 | 71.6 | 84 | |
| RegADShots=82025.02 | 63.3 | 69.6 | |
| PaDiMShots=42025.02 | 61.2 | 72.4 | |
| RegADShots=42025.02 | 59.6 | 68.8 | |
| PatchcoreShots=22025.02 | 57.1 | 67.9 |