Anomaly Detection on MSLUB T1 (MS)
18.9APDAL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DALParadigm=Reconstruction-based2025.12 | 18.9 | 12.74 | |
| AutoDDPMParadigm=Reconstruction-based2025.12 | 8.84 | 9.97 | |
| RIADParadigm=Reconstruction-based2025.12 | 6.91 | 7.14 | |
| RD4ADParadigm=Deep feature embedding-based2025.12 | 4.58 | 6.31 | |
| PatchCoreParadigm=Deep feature embedding-based2025.12 | 4.54 | 5.4 | |
| UTRADParadigm=Deep feature embedding-based2025.12 | 4.45 | 5.32 | |
| ProxyAnoParadigm=Reconstruction-based2025.12 | 3.32 | 4.77 | |
| EfficientADParadigm=Deep feature embedding-based2025.12 | 3.15 | 4.85 | |
| VAEParadigm=Reconstruction-based2025.12 | 2.76 | 5.22 | |
| AnoDDPMParadigm=Reconstruction-based2025.12 | 2.61 | 4.3 | |
| AMConsParadigm=Deep feature embedding-based2025.12 | 2.56 | 5.47 | |
| DRAEMParadigm=SSL-based2025.12 | 2.04 | 4.71 | |
| PHANESParadigm=Reconstruction-based2025.12 | 2.04 | 5.42 | |
| MKDParadigm=Deep feature embedding-based2025.12 | 1.93 | 3.91 | |
| DAEParadigm=Reconstruction-based2025.12 | 1.69 | 2.91 | |
| FPIParadigm=SSL-based2025.12 | 1.68 | 2.94 | |
| MemAEParadigm=Reconstruction-based2025.12 | 1.68 | 3.33 | |
| AEParadigm=Reconstruction-based2025.12 | 1.64 | 2.84 |