Anomaly Detection on Average T1&T2
54.94APDAL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DALParadigm=Reconstruction-based2025.12 | 54.94 | 45.17 | |
| EfficientADParadigm=Deep feature embedding-based2025.12 | 36.62 | 31.53 | |
| PatchCoreParadigm=Deep feature embedding-based2025.12 | 34.51 | 29.14 | |
| AutoDDPMParadigm=Reconstruction-based2025.12 | 33.98 | 30.07 | |
| FPIParadigm=SSL-based2025.12 | 31.99 | 28.32 | |
| DAEParadigm=Reconstruction-based2025.12 | 29.79 | 25.76 | |
| AnoDDPMParadigm=Reconstruction-based2025.12 | 27.52 | 24.86 | |
| DRAEMParadigm=SSL-based2025.12 | 26.23 | 24.24 | |
| UTRADParadigm=Deep feature embedding-based2025.12 | 25.3 | 21.67 | |
| RD4ADParadigm=Deep feature embedding-based2025.12 | 24.04 | 25.92 | |
| ProxyAnoParadigm=Reconstruction-based2025.12 | 19.22 | 19.39 | |
| RIADParadigm=Reconstruction-based2025.12 | 18.68 | 20.73 | |
| AMConsParadigm=Deep feature embedding-based2025.12 | 18.41 | 20.36 | |
| VAEParadigm=Reconstruction-based2025.12 | 18.22 | 21.16 | |
| PHANESParadigm=Reconstruction-based2025.12 | 11.9 | 23.1 | |
| MemAEParadigm=Reconstruction-based2025.12 | 10.43 | 14 | |
| MKDParadigm=Deep feature embedding-based2025.12 | 7.97 | 12.62 | |
| AEParadigm=Reconstruction-based2025.12 | 6.76 | 11.98 |