CPR-faster

Reported on 5 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.

Methodology5 results

Anomaly DetectiononMVTec AD
Detection AUROC· uses extra data· 2023-08-13
99.4
best: 99.9 (GLASS)
Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval arXiv:2308.06748
Anomaly DetectiononMVTec AD
FPS· uses extra data· 2023-08-13
478
best: 1016 (CPR-faster(TensorRT))
Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval arXiv:2308.06748
Anomaly DetectiononMVTec AD
Segmentation AP· uses extra data· 2023-08-13
80.6
best: 87.6 (WeakREST-Block)
Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval arXiv:2308.06748
Anomaly DetectiononMVTec AD
Segmentation AUPRO· uses extra data· 2023-08-13
97.3
best: 98.4 (WeakREST-Block)
Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval arXiv:2308.06748
Anomaly DetectiononMVTec AD
Segmentation AUROC· uses extra data· 2023-08-13
99
best: 99.7 (WeakREST-Block)
Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval arXiv:2308.06748