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Models/Grid RCNN

Grid RCNN

Reported on 31 benchmarks across 5 tasks · 2 papers

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

Methodology25 results

  • 3DonCPPE-5
    AP50· 2021-12-15
    77.9
    best: 87.3 (Double Heads)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 3DonCPPE-5
    AP75· 2021-12-15
    50.6
    best: 58.8 (Localization Distillation)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 3DonCPPE-5
    APL· 2021-12-15
    54.4
    best: 62.6 (TridentNet)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 3DonCPPE-5
    APM· 2021-12-15
    37.2
    best: 43.4 (Empirical Attention)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 3DonCPPE-5
    APS· 2021-12-15
    43.4
    best: 45.8 (Localization Distillation)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 3DonCPPE-5
    box AP· 2021-12-15
    47.5
    best: 52.9 (TridentNet)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 2D ClassificationonCPPE-5
    AP50· 2021-12-15
    77.9
    best: 87.3 (Double Heads)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 2D ClassificationonCPPE-5
    AP75· 2021-12-15
    50.6
    best: 58.8 (Localization Distillation)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 2D ClassificationonCPPE-5
    APL· 2021-12-15
    54.4
    best: 62.6 (TridentNet)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 2D ClassificationonCPPE-5
    APM· 2021-12-15
    37.2
    best: 43.4 (Empirical Attention)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 2D ClassificationonCPPE-5
    APS· 2021-12-15
    43.4
    best: 45.8 (Localization Distillation)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 2D ClassificationonCPPE-5
    box AP· 2021-12-15
    47.5
    best: 52.9 (TridentNet)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 2D Object DetectiononCPPE-5
    AP50· 2021-12-15
    77.9
    best: 87.3 (Double Heads)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 2D Object DetectiononCPPE-5
    AP75· 2021-12-15
    50.6
    best: 58.8 (Localization Distillation)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 2D Object DetectiononCPPE-5
    APL· 2021-12-15
    54.4
    best: 62.6 (TridentNet)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 2D Object DetectiononCPPE-5
    APM· 2021-12-15
    37.2
    best: 43.4 (Empirical Attention)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 2D Object DetectiononCPPE-5
    APS· 2021-12-15
    43.4
    best: 45.8 (Localization Distillation)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 2D Object DetectiononCPPE-5
    box AP· 2021-12-15
    47.5
    best: 52.9 (TridentNet)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 16konCPPE-5
    AP50· 2021-12-15
    77.9
    best: 87.3 (Double Heads)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 16konCPPE-5
    AP75· 2021-12-15
    50.6
    best: 58.8 (Localization Distillation)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 16konCPPE-5
    APL· 2021-12-15
    54.4
    best: 62.6 (TridentNet)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 16konCPPE-5
    APM· 2021-12-15
    37.2
    best: 43.4 (Empirical Attention)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 16konCPPE-5
    APS· 2021-12-15
    43.4
    best: 45.8 (Localization Distillation)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 16konCPPE-5
    box AP· 2021-12-15
    47.5
    best: 52.9 (TridentNet)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • 2D Object DetectiononSARDet-100K
    box mAP· 2018-11-29
    48.8
    best: 55.4 (DenoDet)
    Grid R-CNNarXiv:1811.12030

Computer Vision6 results

  • Object DetectiononCPPE-5
    AP50· 2021-12-15
    77.9
    best: 87.3 (Double Heads)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • Object DetectiononCPPE-5
    AP75· 2021-12-15
    50.6
    best: 58.8 (Localization Distillation)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • Object DetectiononCPPE-5
    APL· 2021-12-15
    54.4
    best: 62.6 (TridentNet)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • Object DetectiononCPPE-5
    APM· 2021-12-15
    37.2
    best: 43.4 (Empirical Attention)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • Object DetectiononCPPE-5
    APS· 2021-12-15
    43.4
    best: 45.8 (Localization Distillation)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569
  • Object DetectiononCPPE-5
    box AP· 2021-12-15
    47.5
    best: 52.9 (TridentNet)
    CPPE-5: Medical Personal Protective Equipment DatasetarXiv:2112.09569