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Models/WeakREST-Block

WeakREST-Block

Reported on 8 benchmarks across 1 task · 1 paper · 6 SOTA

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

Methodology8 results

Anomaly DetectiononBTAD
Detection AUROC· uses extra data· 2023-06-06
96.5
best: 98.3 (CPR)
SOTA
Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers arXiv:2306.03492
Anomaly DetectiononBTAD
Segmentation AP· uses extra data· 2023-06-06
84.6
SOTA
Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers arXiv:2306.03492
Anomaly DetectiononBTAD
Segmentation AUROC· uses extra data· 2023-06-06
99.3
SOTA
Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers arXiv:2306.03492
Anomaly DetectiononMVTec AD
Segmentation AP· uses extra data· 2023-06-06
87.6
SOTA
Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers arXiv:2306.03492
Anomaly DetectiononMVTec AD
Segmentation AUPRO· uses extra data· 2023-06-06
98.4
SOTA
Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers arXiv:2306.03492
Anomaly DetectiononMVTec AD
Segmentation AUROC· uses extra data· 2023-06-06
99.7
SOTA
Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers arXiv:2306.03492
Anomaly DetectiononBTAD
Segmentation AUPRO· uses extra data· 2023-06-06
90.8
best: 97.5 (ReConPatch WRN-50)
Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers arXiv:2306.03492
Anomaly DetectiononMVTec AD
Detection AUROC· uses extra data· 2023-06-06
99.8
best: 99.9 (GLASS)
Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers arXiv:2306.03492