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Models/PASDF

PASDF

Reported on 10 benchmarks across 2 tasks · 1 paper · 2 SOTA

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

Methodology5 results

  • Anomaly DetectiononReal 3D-AD
    Object AUROC· 2025-05-30
    0.802
    SOTA
    Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric RepresentationarXiv:2505.24431
  • Anomaly DetectiononAnomaly-ShapeNet
    O-AUROC· 2025-05-30
    0.9
    best: 0.909 (MC4AD)
    Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric RepresentationarXiv:2505.24431
  • Anomaly DetectiononAnomaly-ShapeNet
    P-AUROC· 2025-05-30
    0.897
    best: 0.91 (MC4AD)
    Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric RepresentationarXiv:2505.24431
  • Anomaly DetectiononReal 3D-AD
    Mean Performance of P. and O. · 2025-05-30
    0.7735
    best: 0.821 (DUS-Net)
    Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric RepresentationarXiv:2505.24431
  • Anomaly DetectiononReal 3D-AD
    Point AUROC· 2025-05-30
    0.745
    best: 0.898 (GLFM)
    Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric RepresentationarXiv:2505.24431

Computer Vision5 results

  • 3D Anomaly DetectiononReal 3D-AD
    Object AUROC· 2025-05-30
    0.802
    SOTA
    Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric RepresentationarXiv:2505.24431
  • 3D Anomaly DetectiononAnomaly-ShapeNet
    O-AUROC· 2025-05-30
    0.9
    best: 0.909 (MC4AD)
    Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric RepresentationarXiv:2505.24431
  • 3D Anomaly DetectiononAnomaly-ShapeNet
    P-AUROC· 2025-05-30
    0.897
    best: 0.91 (MC4AD)
    Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric RepresentationarXiv:2505.24431
  • 3D Anomaly DetectiononReal 3D-AD
    Mean Performance of P. and O. · 2025-05-30
    0.7735
    best: 0.821 (DUS-Net)
    Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric RepresentationarXiv:2505.24431
  • 3D Anomaly DetectiononReal 3D-AD
    Point AUROC· 2025-05-30
    0.745
    best: 0.898 (GLFM)
    Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric RepresentationarXiv:2505.24431