Anomaly Detection
Detecting defects and anomalies in manufacturing (MVTec AD, VisA).
7
Datasets
17
Results
auroc
Canonical metric
Canonical Benchmark
MVTec AD
5,354 high-resolution images across 15 object and texture categories. The gold standard for industrial anomaly detection with pixel-level annotations.
Primary metric: auroc
Top 10
Leading models on MVTec AD.
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All datasets
7 datasets tracked for this task.
Related tasks
Other tasks in Industrial Inspection.
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