Fast Dynamic Prototypes for Unsupervised Anomaly Detection and Localization
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Benchmark
Model
Rank
Results
multi-class-anomaly-detection-on-mvtec-ad
FDP (DINOv3-small + ResNet-18, 512px, prototype bank 8192)
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Detection AUROC: 99.7
Segmentation AUROC: 98.4
Segmentation AP: 79.1
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