Unsupervised Anomaly Detection On
Metrics
Segmentation AP
Segmentation AUPRO
Segmentation AUROC
Results
Performance results of various models on this benchmark
Model Name | Segmentation AP | Segmentation AUPRO | Segmentation AUROC | Paper Title | Repository |
|---|---|---|---|---|---|
| WeakREST-Un | 76.9 | 98.5 | 99.7 | Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers | - |
| Semi-orthogonal | - | - | 98.1 | Semi-orthogonal Embedding for Efficient Unsupervised Anomaly Segmentation | - |
| DSR | 61.4 | - | - | DSR -- A dual subspace re-projection network for surface anomaly detection | - |
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