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Models/BN-WVAD

BN-WVAD

Reported on 6 benchmarks across 3 tasks · 1 paper · 3 SOTA

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

Computer Vision4 results

  • Video UnderstandingonUCF-Crime
    ROC AUC· 2023-11-26
    87.24
    best: 91.34 (STEAD-Base)
    SOTA
    BatchNorm-based Weakly Supervised Video Anomaly DetectionarXiv:2311.15367
  • VideoonUCF-Crime
    ROC AUC· 2023-11-26
    87.24
    best: 91.34 (STEAD-Base)
    SOTA
    BatchNorm-based Weakly Supervised Video Anomaly DetectionarXiv:2311.15367
  • Video UnderstandingonXD-Violence
    AP· 2023-11-26
    84.93
    best: 86.34 (CFA-HLGAtt)
    BatchNorm-based Weakly Supervised Video Anomaly DetectionarXiv:2311.15367
  • VideoonXD-Violence
    AP· 2023-11-26
    84.93
    best: 86.34 (CFA-HLGAtt)
    BatchNorm-based Weakly Supervised Video Anomaly DetectionarXiv:2311.15367

Methodology2 results

  • Anomaly DetectiononUCF-Crime
    ROC AUC· 2023-11-26
    87.24
    best: 91.34 (STEAD-Base)
    SOTA
    BatchNorm-based Weakly Supervised Video Anomaly DetectionarXiv:2311.15367
  • Anomaly DetectiononXD-Violence
    AP· 2023-11-26
    84.93
    best: 86.34 (CFA-HLGAtt)
    BatchNorm-based Weakly Supervised Video Anomaly DetectionarXiv:2311.15367