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Models/Adaptive NMS (Faster RCNN, ResNet50)

Adaptive NMS (Faster RCNN, ResNet50)

Reported on 10 benchmarks across 5 tasks · 1 paper

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

Methodology8 results

  • 3DonCrowdHuman (full body)
    AP· 2019-04-07
    84.71
    best: 97.2 (InternImage-H)
    Adaptive NMS: Refining Pedestrian Detection in a CrowdarXiv:1904.03629
  • 3DonCrowdHuman (full body)
    mMR· 2019-04-07
    49.73
    best: 50.49 (Faster RCNN (ResNet50))
    Adaptive NMS: Refining Pedestrian Detection in a CrowdarXiv:1904.03629
  • 2D ClassificationonCrowdHuman (full body)
    AP· 2019-04-07
    84.71
    best: 97.2 (InternImage-H)
    Adaptive NMS: Refining Pedestrian Detection in a CrowdarXiv:1904.03629
  • 2D ClassificationonCrowdHuman (full body)
    mMR· 2019-04-07
    49.73
    best: 50.49 (Faster RCNN (ResNet50))
    Adaptive NMS: Refining Pedestrian Detection in a CrowdarXiv:1904.03629
  • 2D Object DetectiononCrowdHuman (full body)
    AP· 2019-04-07
    84.71
    best: 97.2 (InternImage-H)
    Adaptive NMS: Refining Pedestrian Detection in a CrowdarXiv:1904.03629
  • 2D Object DetectiononCrowdHuman (full body)
    mMR· 2019-04-07
    49.73
    best: 50.49 (Faster RCNN (ResNet50))
    Adaptive NMS: Refining Pedestrian Detection in a CrowdarXiv:1904.03629
  • 16konCrowdHuman (full body)
    AP· 2019-04-07
    84.71
    best: 97.2 (InternImage-H)
    Adaptive NMS: Refining Pedestrian Detection in a CrowdarXiv:1904.03629
  • 16konCrowdHuman (full body)
    mMR· 2019-04-07
    49.73
    best: 50.49 (Faster RCNN (ResNet50))
    Adaptive NMS: Refining Pedestrian Detection in a CrowdarXiv:1904.03629

Computer Vision2 results

  • Object DetectiononCrowdHuman (full body)
    AP· 2019-04-07
    84.71
    best: 97.2 (InternImage-H)
    Adaptive NMS: Refining Pedestrian Detection in a CrowdarXiv:1904.03629
  • Object DetectiononCrowdHuman (full body)
    mMR· 2019-04-07
    49.73
    best: 50.49 (Faster RCNN (ResNet50))
    Adaptive NMS: Refining Pedestrian Detection in a CrowdarXiv:1904.03629