Industrial Defect Detection on InsPLAD-fault (test)
96.43Glass Insulation RateCLAdapter
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CLAdapterBackbone=ConvNeXt-B2025.12 | 96.43 | 99.94 | 98.63 | 96.43 | 100 | 98.29 | |
| CLAdapterBackbone=ViT-B2025.12 | 94.64 | 99.87 | 98.44 | 96.07 | 100 | 97.8 | |
| AttentDifferNet2025.12 | 86.57 | 99.62 | 94.62 | 93.52 | 97.38 | 94.34 | |
| RD++2025.12 | 86.21 | 97.54 | 83.67 | 93.85 | 92.46 | 90.75 | |
| CS-Flow2025.12 | 85.73 | 96.6 | 88.4 | 91.53 | 90.7 | 90.59 | |
| DifferNet2025.12 | 82.81 | 99.08 | 92.42 | 91.2 | 96.77 | 92.46 | |
| CFLOW-AD2025.12 | 82.22 | 95.52 | 86.6 | 90.37 | 83.87 | 87.72 | |
| PatchCore2025.12 | 78.44 | 85.11 | 81.02 | 91.92 | 58.06 | 78.91 | |
| FastFlow2025.12 | 70.16 | 82.02 | 77.43 | 65.54 | 71.48 | 73.33 |