Anomaly Detection on BUSZS
98.2AUROCUltraAD
Evaluation Results
| Method | Links | |
|---|---|---|
| UltraADShots=82025.06 | 98.2 | |
| UltraADShots=162025.06 | 98.2 | |
| UltraADShots=42025.06 | 95.9 | |
| MVFAShots=162025.06 | 94.8 | |
| AdaCLIPShots=162025.06 | 92.8 | |
| AnomalyCLIPShots=162025.06 | 90.8 | |
| VCP-CLIPShots=162025.06 | 89.6 | |
| MVFAShots=82025.06 | 88.9 | |
| AnomalyCLIPShots=82025.06 | 87.4 | |
| VCP-CLIPShots=82025.06 | 86.8 | |
| UltraADShots=162025.06 | 84.1 | |
| AdaCLIPShots=82025.06 | 83.5 | |
| MVFAShots=42025.06 | 83.3 | |
| UltraADShots=82025.06 | 82.8 | |
| UltraADShots=42025.06 | 78.9 | |
| VCP-CLIPShots=42025.06 | 77.3 | |
| AnomalyCLIPShots=42025.06 | 76.6 | |
| AdaCLIPShots=42025.06 | 66.9 | |
| LP++Shots=162025.06 | 62.2 | |
| COOPShots=162025.06 | 62.1 | |
| WinCLIPZero-shot=true2025.06 | 59.3 | |
| TipAdapterShots=42025.06 | 59 | |
| COOPShots=82025.06 | 58.9 | |
| TipAdapterShots=162025.06 | 58.7 | |
| COOPShots=42025.06 | 57.9 | |
| TipAdapterShots=82025.06 | 57.2 | |
| LP++Shots=82025.06 | 56.5 | |
| LP++Shots=42025.06 | 54.4 | |
| ClipAdapterShots=162025.06 | 51 | |
| ClipAdapterShots=42025.06 | 50.7 | |
| ClipAdapterShots=82025.06 | 50.5 |