Anomaly Detection on MPDD Industrial (test)
78.1AUROCACD-CLIP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ACD-CLIPN (Number of Groups)=2, Zero-shot protocol=true2025.08 | 78.1 | 83.7 | |
| ACD-CLIPN (Number of Groups)=3, Zero-shot protocol=true2025.08 | 77.6 | 82.3 | |
| ACD-CLIPN (Number of Groups)=6, Zero-shot protocol=true2025.08 | 74.8 | 78.2 | |
| ACD-CLIPN (Number of Groups)=4, Zero-shot protocol=true2025.08 | 74.7 | 79 | |
| CLIP-ADZero-shot protocol=true2025.08 | 74.5 | 77.9 | |
| AnomalyCLIPZero-shot protocol=true2025.08 | 73.7 | 77.1 | |
| AdaCLIPZero-shot protocol=true2025.08 | 72.1 | 76.9 | |
| WinCLIPZero-shot protocol=true2025.08 | 63.6 | 71.2 |