A multi-level transformer-CNN reconstruction model, UniAS, reports new state-of-the-art pixel-level anomaly segmentation scores on MVTec-AD and VisA, but its Dice scores rely on oracle thresholds chosen from test labels.
Mvtec ad–a comprehensive real-world dataset for unsupervised anomaly detection
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Towards Accurate Unified Anomaly Segmentation
A multi-level transformer-CNN reconstruction model, UniAS, reports new state-of-the-art pixel-level anomaly segmentation scores on MVTec-AD and VisA, but its Dice scores rely on oracle thresholds chosen from test labels.