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Models/ProDisc-VAD

ProDisc-VAD

Reported on 6 benchmarks across 3 tasks · 1 paper

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

Computer Vision4 results

  • Video UnderstandingonShanghaiTech Weakly Supervised
    AUC-ROC· 2025-05-04
    97.98
    best: 98.14 (PEL)
    ProDisc-VAD: An Efficient System for Weakly-Supervised Anomaly Detection in Video Surveillance ApplicationsarXiv:2505.02179
  • Video UnderstandingonUCF-Crime
    ROC AUC· 2025-05-04
    87.12
    best: 91.34 (STEAD-Base)
    ProDisc-VAD: An Efficient System for Weakly-Supervised Anomaly Detection in Video Surveillance ApplicationsarXiv:2505.02179
  • VideoonShanghaiTech Weakly Supervised
    AUC-ROC· 2025-05-04
    97.98
    best: 98.14 (PEL)
    ProDisc-VAD: An Efficient System for Weakly-Supervised Anomaly Detection in Video Surveillance ApplicationsarXiv:2505.02179
  • VideoonUCF-Crime
    ROC AUC· 2025-05-04
    87.12
    best: 91.34 (STEAD-Base)
    ProDisc-VAD: An Efficient System for Weakly-Supervised Anomaly Detection in Video Surveillance ApplicationsarXiv:2505.02179

Methodology2 results

  • Anomaly DetectiononShanghaiTech Weakly Supervised
    AUC-ROC· 2025-05-04
    97.98
    best: 98.14 (PEL)
    ProDisc-VAD: An Efficient System for Weakly-Supervised Anomaly Detection in Video Surveillance ApplicationsarXiv:2505.02179
  • Anomaly DetectiononUCF-Crime
    ROC AUC· 2025-05-04
    87.12
    best: 91.34 (STEAD-Base)
    ProDisc-VAD: An Efficient System for Weakly-Supervised Anomaly Detection in Video Surveillance ApplicationsarXiv:2505.02179