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Models/MTFL (VST)

MTFL (VST)

Reported on 9 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 Vision6 results

  • Video UnderstandingonShanghaiTech Weakly Supervised
    AUC-ROC· 2024-10-08
    95.32
    best: 98.14 (PEL)
    MTFL: Multi-Timescale Feature Learning for Weakly-Supervised Anomaly Detection in Surveillance VideosarXiv:2410.05900
  • Video UnderstandingonUCF-Crime
    ROC AUC· 2024-10-08
    87.16
    best: 91.34 (STEAD-Base)
    MTFL: Multi-Timescale Feature Learning for Weakly-Supervised Anomaly Detection in Surveillance VideosarXiv:2410.05900
  • Video UnderstandingonXD-Violence
    AP· 2024-10-08
    84.57
    best: 86.34 (CFA-HLGAtt)
    MTFL: Multi-Timescale Feature Learning for Weakly-Supervised Anomaly Detection in Surveillance VideosarXiv:2410.05900
  • VideoonShanghaiTech Weakly Supervised
    AUC-ROC· 2024-10-08
    95.32
    best: 98.14 (PEL)
    MTFL: Multi-Timescale Feature Learning for Weakly-Supervised Anomaly Detection in Surveillance VideosarXiv:2410.05900
  • VideoonUCF-Crime
    ROC AUC· 2024-10-08
    87.16
    best: 91.34 (STEAD-Base)
    MTFL: Multi-Timescale Feature Learning for Weakly-Supervised Anomaly Detection in Surveillance VideosarXiv:2410.05900
  • VideoonXD-Violence
    AP· 2024-10-08
    84.57
    best: 86.34 (CFA-HLGAtt)
    MTFL: Multi-Timescale Feature Learning for Weakly-Supervised Anomaly Detection in Surveillance VideosarXiv:2410.05900

Methodology3 results

  • Anomaly DetectiononShanghaiTech Weakly Supervised
    AUC-ROC· 2024-10-08
    95.32
    best: 98.14 (PEL)
    MTFL: Multi-Timescale Feature Learning for Weakly-Supervised Anomaly Detection in Surveillance VideosarXiv:2410.05900
  • Anomaly DetectiononUCF-Crime
    ROC AUC· 2024-10-08
    87.16
    best: 91.34 (STEAD-Base)
    MTFL: Multi-Timescale Feature Learning for Weakly-Supervised Anomaly Detection in Surveillance VideosarXiv:2410.05900
  • Anomaly DetectiononXD-Violence
    AP· 2024-10-08
    84.57
    best: 86.34 (CFA-HLGAtt)
    MTFL: Multi-Timescale Feature Learning for Weakly-Supervised Anomaly Detection in Surveillance VideosarXiv:2410.05900