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Models/Faster RCNN (ResNet50)

Faster RCNN (ResNet50)

Reported on 15 benchmarks across 5 tasks · 2 papers · 15 SOTA

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

Methodology12 results

  • 3DonWiderPerson
    mMR· 2019-09-25
    46.06
    SOTA
    WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the WildarXiv:1909.12118
  • 2D ClassificationonWiderPerson
    mMR· 2019-09-25
    46.06
    SOTA
    WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the WildarXiv:1909.12118
  • 2D Object DetectiononWiderPerson
    mMR· 2019-09-25
    46.06
    SOTA
    WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the WildarXiv:1909.12118
  • 16konWiderPerson
    mMR· 2019-09-25
    46.06
    SOTA
    WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the WildarXiv:1909.12118
  • 3DonCrowdHuman (full body)
    AP· 2018-04-30
    84.95
    best: 97.2 (InternImage-H)
    SOTA
    CrowdHuman: A Benchmark for Detecting Human in a CrowdarXiv:1805.00123
  • 3DonCrowdHuman (full body)
    mMR· 2018-04-30
    50.49
    SOTA
    CrowdHuman: A Benchmark for Detecting Human in a CrowdarXiv:1805.00123
  • 2D ClassificationonCrowdHuman (full body)
    AP· 2018-04-30
    84.95
    best: 97.2 (InternImage-H)
    SOTA
    CrowdHuman: A Benchmark for Detecting Human in a CrowdarXiv:1805.00123
  • 2D ClassificationonCrowdHuman (full body)
    mMR· 2018-04-30
    50.49
    SOTA
    CrowdHuman: A Benchmark for Detecting Human in a CrowdarXiv:1805.00123
  • 2D Object DetectiononCrowdHuman (full body)
    AP· 2018-04-30
    84.95
    best: 97.2 (InternImage-H)
    SOTA
    CrowdHuman: A Benchmark for Detecting Human in a CrowdarXiv:1805.00123
  • 2D Object DetectiononCrowdHuman (full body)
    mMR· 2018-04-30
    50.49
    SOTA
    CrowdHuman: A Benchmark for Detecting Human in a CrowdarXiv:1805.00123
  • 16konCrowdHuman (full body)
    AP· 2018-04-30
    84.95
    best: 97.2 (InternImage-H)
    SOTA
    CrowdHuman: A Benchmark for Detecting Human in a CrowdarXiv:1805.00123
  • 16konCrowdHuman (full body)
    mMR· 2018-04-30
    50.49
    SOTA
    CrowdHuman: A Benchmark for Detecting Human in a CrowdarXiv:1805.00123

Computer Vision3 results

  • Object DetectiononWiderPerson
    mMR· 2019-09-25
    46.06
    SOTA
    WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the WildarXiv:1909.12118
  • Object DetectiononCrowdHuman (full body)
    AP· 2018-04-30
    84.95
    best: 97.2 (InternImage-H)
    SOTA
    CrowdHuman: A Benchmark for Detecting Human in a CrowdarXiv:1805.00123
  • Object DetectiononCrowdHuman (full body)
    mMR· 2018-04-30
    50.49
    SOTA
    CrowdHuman: A Benchmark for Detecting Human in a CrowdarXiv:1805.00123