Anomaly Localization on PCB-Bank (test)
99.8P-AUROCPatchCore
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PatchCoreApproach=Embedding-based2024.06 | 99.8 | — | — | — | |
| SimpleNetApproach=Embedding-based2024.06 | 99.8 | — | — | — | |
| RD4ADApproach=Embedding-based2024.06 | 99.6 | — | — | — | |
| GLADApproach=Reconstruction-based2024.06 | 99.6 | — | — | — | |
| GLADResolution=512x5122024.06 | 99.3 | 48.9 | 52.2 | 95.1 | |
| PatchCore2024.06 | 99.1 | 46 | 48.5 | 90.8 | |
| RD4AD2024.06 | 99.1 | 46.3 | 48 | 94 | |
| SimpleNet2024.06 | 99 | 43.3 | 45.2 | 94.4 | |
| GLADresolution=256, setting=multi-category2024.06 | 98.8 | 42.6 | 46.1 | 94.1 | |
| GLADResolution=256x2562024.06 | 98.8 | 42 | 47.5 | 93.8 | |
| DRAEMApproach=Reconstruction-based2024.06 | 98.4 | — | — | — | |
| UniADsetting=multi-category2024.06 | 97.2 | 19.4 | 26.4 | 78.8 | |
| DiADsetting=multi-category2024.06 | 96.9 | 24.5 | 33.6 | 79.4 | |
| DDAD2024.06 | 96.5 | 28.1 | 33.6 | 91.1 | |
| DRAEM2024.06 | 96.4 | 32.2 | 38 | 80.9 | |
| DDADApproach=Reconstruction-based2024.06 | 93.4 | — | — | — |