Anomaly Localization on MPDD (test) (Component Scores)
99.4Bracket BlackGLAD
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GLADMethod Category=Reconstruction-based2024.06 | 99.4 | 97.5 | 99.7 | 98.2 | 99.4 | 97.8 | 98.7 | |
| DRAEMMethod Category=Reconstruction-based2024.06 | 98.2 | 63.7 | 98.9 | 91.2 | 96.6 | 95.9 | 90.7 | |
| RD4ADMethod Category=Embedding-based2024.06 | 98 | 97 | 99.3 | 99.4 | 99.1 | 99.1 | 98.7 | |
| PatchCoreMethod Category=Embedding-based2024.06 | 97.6 | 98.1 | 99.7 | 99.4 | 98.8 | 97.2 | 98.5 | |
| DDADMethod Category=Reconstruction-based2024.06 | 96.7 | 97.2 | 91.8 | 98.6 | 98.1 | 99 | 96.9 | |
| SimpleNetMethod Category=Embedding-based2024.06 | 96 | 94.4 | 96.7 | 99.5 | 98.5 | 99.2 | 97.4 |