Anomaly Detection on OrganA (test)
81.1AUCACR-BCE
Evaluation Results
| Method | Links | |
|---|---|---|
| ACR-BCEAnomaly Ratio=1%2023.02 | 81.1 | |
| ACR-BCEAnomaly Ratio=5%2023.02 | 79.5 | |
| ACR-DSVDDAnomaly Ratio=1%2023.02 | 79 | |
| ACR-BCEAnomaly Ratio=10%2023.02 | 78.3 | |
| ACR-DSVDDAnomaly Ratio=5%2023.02 | 77.7 | |
| ACR-DSVDDAnomaly Ratio=10%2023.02 | 76.3 | |
| OC-MAMLAnomaly Ratio=10%2023.02 | 74.2 | |
| OC-MAMLAnomaly Ratio=1%2023.02 | 73.7 | |
| OC-MAMLAnomaly Ratio=5%2023.02 | 72.2 | |
| ResNet152-IAnomaly Ratio=1%2023.02 | 54.2 | |
| ResNet152-IIAnomaly Ratio=1%2023.02 | 54.2 | |
| ResNet152-IAnomaly Ratio=5%2023.02 | 53.9 | |
| ResNet152-IIAnomaly Ratio=5%2023.02 | 53.5 | |
| ResNet152-IAnomaly Ratio=10%2023.02 | 53.2 | |
| ResNet152-IIAnomaly Ratio=10%2023.02 | 52.9 | |
| CLIP-ADAnomaly Ratio=1%2023.02 | 52.6 | |
| CLIP-ADAnomaly Ratio=5%2023.02 | 51.9 | |
| CLIP-ADAnomaly Ratio=10%2023.02 | 51.5 | |
| ADIBAnomaly Ratio=5%2023.02 | 50.3 | |
| ADIBAnomaly Ratio=10%2023.02 | 50.2 | |
| ADIBAnomaly Ratio=1%2023.02 | 49.9 |