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Models/CPR

CPR

Reported on 13 benchmarks across 1 task · 1 paper · 5 SOTA

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

Methodology21 results

  • Anomaly DetectiononMVTec 3D-AD (RGB)
    Detection AUROC· 2023-08-13
    88.5
    best: 95.76 (UniNet)
    SOTA
    Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalarXiv:2308.06748
  • Anomaly DetectiononMVTec 3D-AD (RGB)
    Segmentation AP· 2023-08-13
    57.8
    SOTA
    Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalarXiv:2308.06748
  • Anomaly DetectiononMVTec 3D-AD (RGB)
    Segmentation AUPRO· 2023-08-13
    96.9
    SOTA
    Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalarXiv:2308.06748
  • Anomaly DetectiononMVTec 3D-AD (RGB)
    Segmentation AUROC· 2023-08-13
    99.1
    SOTA
    Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalarXiv:2308.06748
  • Anomaly DetectiononBTAD
    Detection AUROC· 2023-08-13
    98.3
    SOTA
    Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalarXiv:2308.06748
  • Anomaly DetectiononBTAD
    Detection AUROC· 2023-08-13
    94.8
    best: 98.3
    Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalarXiv:2308.06748
  • Anomaly DetectiononBTAD
    Segmentation AP· 2023-08-13
    70.3
    best: 84.6 (WeakREST-Block)
    Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalarXiv:2308.06748
  • Anomaly DetectiononBTAD
    Segmentation AUPRO· 2023-08-13
    85.1
    best: 97.5 (ReConPatch WRN-50)
    Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalarXiv:2308.06748
  • Anomaly DetectiononBTAD
    Segmentation AUROC· 2023-08-13
    98.4
    best: 99.3 (WeakREST-Block)
    Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalarXiv:2308.06748
  • Anomaly DetectiononMVTec AD
    Detection AUROC· uses extra data· 2023-08-13
    99.7
    best: 99.9 (GLASS)
    Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalarXiv:2308.06748
  • Anomaly DetectiononMVTec AD
    FPS· uses extra data· 2023-08-13
    113
    best: 1016 (CPR-faster(TensorRT))
    Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalarXiv:2308.06748
  • Anomaly DetectiononMVTec AD
    Segmentation AP· uses extra data· 2023-08-13
    82.7
    best: 87.6 (WeakREST-Block)
    Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalarXiv:2308.06748
  • Anomaly DetectiononMVTec AD
    Segmentation AUPRO· uses extra data· 2023-08-13
    97.8
    best: 98.4 (WeakREST-Block)
    Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalarXiv:2308.06748
  • Anomaly DetectiononMVTec AD
    Segmentation AUROC· uses extra data· 2023-08-13
    99.2
    best: 99.7 (WeakREST-Block)
    Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalarXiv:2308.06748
  • Anomaly DetectiononBTAD
    Segmentation AP· 2023-08-13
    84
    best: 84.6 (WeakREST-Block)
    Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalarXiv:2308.06748
  • Anomaly DetectiononBTAD
    Segmentation AUPRO· 2023-08-13
    91.4
    best: 97.5 (ReConPatch WRN-50)
    Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalarXiv:2308.06748
  • Anomaly DetectiononBTAD
    Segmentation AUROC· 2023-08-13
    99.1
    best: 99.3 (WeakREST-Block)
    Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalarXiv:2308.06748
  • Anomaly DetectiononMVTec AD
    Detection AUROC· 2023-08-13
    99.7
    best: 99.9 (GLASS)
    Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalarXiv:2308.06748
  • Anomaly DetectiononMVTec AD
    Segmentation AP· 2023-08-13
    86
    best: 87.6 (WeakREST-Block)
    Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalarXiv:2308.06748
  • Anomaly DetectiononMVTec AD
    Segmentation AUPRO· 2023-08-13
    98.3
    best: 98.4 (WeakREST-Block)
    Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalarXiv:2308.06748
  • Anomaly DetectiononMVTec AD
    Segmentation AUROC· 2023-08-13
    99.6
    best: 99.7 (WeakREST-Block)
    Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch RetrievalarXiv:2308.06748