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Models/PGM

PGM

Reported on 21 benchmarks across 3 tasks · 1 paper · 17 SOTA

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

Methodology14 results

  • Anomaly DetectiononStreet Scene
    AUC· 2024-07-08
    72.7
    SOTA
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • Anomaly DetectiononStreet Scene
    RBDC· 2024-07-08
    30.65
    SOTA
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • Anomaly DetectiononStreet Scene
    TBDC· 2024-07-08
    66.03
    SOTA
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • Anomaly DetectiononShanghaiTech
    RBDC· 2024-07-08
    45.4
    best: 59.21 (EVAL)
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • Anomaly DetectiononShanghaiTech
    TBDC· 2024-07-08
    81.87
    best: 89.44 (EVAL)
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • Anomaly DetectiononCUHK Avenue
    RBDC· 2024-07-08
    60.18
    best: 68.2 (EVAL)
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • Anomaly DetectiononCUHK Avenue
    TBDC· 2024-07-08
    72.09
    best: 89.28 (HF2VAD+SSPCAB)
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • Anomaly DetectiononStreet Scene
    AUC· 2024-07-08
    72.7
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • Anomaly DetectiononStreet Scene
    RBDC· 2024-07-08
    30.65
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • Anomaly DetectiononStreet Scene
    TBDC· 2024-07-08
    66.03
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • Anomaly DetectiononShanghaiTech
    RBDC· 2024-07-08
    45.4
    best: 59.21 (EVAL)
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • Anomaly DetectiononShanghaiTech
    TBDC· 2024-07-08
    81.87
    best: 89.44 (EVAL)
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • Anomaly DetectiononCUHK Avenue
    RBDC· 2024-07-08
    60.18
    best: 68.2 (EVAL)
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • Anomaly DetectiononCUHK Avenue
    TBDC· 2024-07-08
    72.09
    best: 89.28 (HF2VAD+SSPCAB)
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000

Computer Vision14 results

  • 3D Anomaly DetectiononStreet Scene
    AUC· 2024-07-08
    72.7
    SOTA
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • 3D Anomaly DetectiononStreet Scene
    RBDC· 2024-07-08
    30.65
    SOTA
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • 3D Anomaly DetectiononStreet Scene
    TBDC· 2024-07-08
    66.03
    SOTA
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • 3D Anomaly DetectiononShanghaiTech
    RBDC· 2024-07-08
    45.4
    SOTA
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • 3D Anomaly DetectiononShanghaiTech
    TBDC· 2024-07-08
    81.87
    SOTA
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • 3D Anomaly DetectiononCUHK Avenue
    RBDC· 2024-07-08
    60.18
    SOTA
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • 3D Anomaly DetectiononCUHK Avenue
    TBDC· 2024-07-08
    72.09
    SOTA
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • Video Anomaly DetectiononStreet Scene
    AUC· 2024-07-08
    72.7
    SOTA
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • Video Anomaly DetectiononStreet Scene
    RBDC· 2024-07-08
    30.65
    SOTA
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • Video Anomaly DetectiononStreet Scene
    TBDC· 2024-07-08
    66.03
    SOTA
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • Video Anomaly DetectiononShanghaiTech
    RBDC· 2024-07-08
    45.4
    SOTA
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • Video Anomaly DetectiononShanghaiTech
    TBDC· 2024-07-08
    81.87
    SOTA
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • Video Anomaly DetectiononCUHK Avenue
    RBDC· 2024-07-08
    60.18
    SOTA
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000
  • Video Anomaly DetectiononCUHK Avenue
    TBDC· 2024-07-08
    72.09
    SOTA
    Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection SimplifiedarXiv:2407.06000