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Models/MIL-Rank

MIL-Rank

Reported on 9 benchmarks across 3 tasks · 1 paper · 9 SOTA

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

Computer Vision6 results

  • 3D Anomaly DetectiononUBnormal
    AUC-ROC· 2018-01-12
    54.12
    best: 76.51 (DDRO (SSALA))
    SOTA
    Real-world Anomaly Detection in Surveillance VideosarXiv:1801.04264
  • 3D Anomaly DetectiononShanghaiTech Weakly Supervised
    AUC-ROC· 2018-01-12
    85.33
    best: 97.91 (DDRO)
    SOTA
    Real-world Anomaly Detection in Surveillance VideosarXiv:1801.04264
  • 3D Anomaly DetectiononShanghaiTech Weakly Supervised
    FAR-Normal· 2018-01-12
    0.15
    best: 1.06 (RTFM)
    SOTA
    Real-world Anomaly Detection in Surveillance VideosarXiv:1801.04264
  • Video Anomaly DetectiononUBnormal
    AUC-ROC· 2018-01-12
    54.12
    best: 76.51 (DDRO (SSALA))
    SOTA
    Real-world Anomaly Detection in Surveillance VideosarXiv:1801.04264
  • Video Anomaly DetectiononShanghaiTech Weakly Supervised
    AUC-ROC· 2018-01-12
    85.33
    best: 97.91 (DDRO)
    SOTA
    Real-world Anomaly Detection in Surveillance VideosarXiv:1801.04264
  • Video Anomaly DetectiononShanghaiTech Weakly Supervised
    FAR-Normal· 2018-01-12
    0.15
    best: 1.06 (RTFM)
    SOTA
    Real-world Anomaly Detection in Surveillance VideosarXiv:1801.04264

Methodology3 results

  • Anomaly DetectiononUBnormal
    AUC-ROC· 2018-01-12
    54.12
    best: 76.51 (DDRO (SSALA))
    SOTA
    Real-world Anomaly Detection in Surveillance VideosarXiv:1801.04264
  • Anomaly DetectiononShanghaiTech Weakly Supervised
    AUC-ROC· 2018-01-12
    85.33
    best: 98.14 (PEL)
    SOTA
    Real-world Anomaly Detection in Surveillance VideosarXiv:1801.04264
  • Anomaly DetectiononShanghaiTech Weakly Supervised
    FAR-Normal· 2018-01-12
    0.15
    best: 1.06 (RTFM)
    SOTA
    Real-world Anomaly Detection in Surveillance VideosarXiv:1801.04264