Anomaly Detection and Localization on MPDD
98.8P-AUROCPBAS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PBASMethod Category=Synthesis-based2024.12 | 98.8 | 97.7 | 98 | 37.8 | 97.1 | |
| RAID# class=62026.02 | 98.8 | — | — | 44.9 | — | |
| RD4ADMethod Category=Embedding-based2024.12 | 98.7 | 92.7 | 95.3 | 45.6 | 95.4 | |
| RD++Method Category=Synthesis-based2024.12 | 98.7 | 95.5 | 96.7 | 34.4 | 95.6 | |
| SimpleNetMethod Category=Synthesis-based2024.12 | 98.7 | 98.1 | 98.7 | 32.5 | 95.7 | |
| NOCOADMethod Category=Embedding-based2024.12 | 98.3 | 91.6 | 93.8 | 36.8 | 94.9 | |
| OneNIP# class=62026.02 | 97.8 | — | — | 37 | — | |
| CFAMethod Category=Embedding-based2024.12 | 94.8 | 92.3 | 92.2 | 28.3 | 83.2 | |
| DeSTSegMethod Category=Synthesis-based2024.12 | 94.1 | 91 | 93 | 23.6 | 83.3 | |
| DBPIMethod Category=Synthesis-based2024.12 | 92.3 | 81.8 | 85.4 | 21.5 | 85.6 | |
| DRAEMMethod Category=Embedding-based2024.12 | 91.8 | 94.1 | 96.1 | 28.8 | 78.2 | |
| DSRMethod Category=Synthesis-based2024.12 | 76.2 | 81 | 87.2 | 21.5 | 58.4 |