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Models/URD

URD

Reported on 11 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology11 results

Anomaly DetectiononBTAD
Detection AUROC· uses extra data· 2024-12-10
93.9
best: 98.3 (CPR)
Unlocking the Potential of Reverse Distillation for Anomaly Detection arXiv:2412.07579
Anomaly DetectiononBTAD
Segmentation AP· uses extra data· 2024-12-10
65.2
best: 84.6 (WeakREST-Block)
Unlocking the Potential of Reverse Distillation for Anomaly Detection arXiv:2412.07579
Anomaly DetectiononBTAD
Segmentation AUPRO· uses extra data· 2024-12-10
78.5
best: 97.5 (ReConPatch WRN-50)
Unlocking the Potential of Reverse Distillation for Anomaly Detection arXiv:2412.07579
Anomaly DetectiononBTAD
Segmentation AUROC· uses extra data· 2024-12-10
98.1
best: 99.3 (WeakREST-Block)
Unlocking the Potential of Reverse Distillation for Anomaly Detection arXiv:2412.07579
Anomaly DetectiononMVTec AD
Detection AUROC· uses extra data· 2024-12-10
99.2
best: 99.9 (GLASS)
Unlocking the Potential of Reverse Distillation for Anomaly Detection arXiv:2412.07579
Anomaly DetectiononMVTec AD
Segmentation AP· uses extra data· 2024-12-10
72.4
best: 87.6 (WeakREST-Block)
Unlocking the Potential of Reverse Distillation for Anomaly Detection arXiv:2412.07579
Anomaly DetectiononMVTec AD
Segmentation AUPRO· uses extra data· 2024-12-10
96.3
best: 98.4 (WeakREST-Block)
Unlocking the Potential of Reverse Distillation for Anomaly Detection arXiv:2412.07579
Anomaly DetectiononMVTec AD
Segmentation AUROC· uses extra data· 2024-12-10
99
best: 99.7 (WeakREST-Block)
Unlocking the Potential of Reverse Distillation for Anomaly Detection arXiv:2412.07579
Anomaly DetectiononVisA
Detection AUROC· uses extra data· 2024-12-10
96.5
best: 99.8 (UniNet)
Unlocking the Potential of Reverse Distillation for Anomaly Detection arXiv:2412.07579
Anomaly DetectiononVisA
Segmentation AUPRO (until 30% FPR)· uses extra data· 2024-12-10
95.1
best: 96.1 (AnomalyDINO-S (full-shot))
Unlocking the Potential of Reverse Distillation for Anomaly Detection arXiv:2412.07579
Anomaly DetectiononVisA
Segmentation AUROC· uses extra data· 2024-12-10
99.1
Unlocking the Potential of Reverse Distillation for Anomaly Detection arXiv:2412.07579