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Models/PPDet (ResNet-101-FPN)

PPDet (ResNet-101-FPN)

Reported on 30 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.

Methodology24 results

  • 3DonCOCO minival
    AP50· 2020-08-03
    59.5
    best: 82.1 (EVA)
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 3DonCOCO minival
    AP75· 2020-08-03
    44.2
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 3DonCOCO minival
    APL· 2020-08-03
    52.3
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 3DonCOCO minival
    APM· 2020-08-03
    44.7
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 3DonCOCO minival
    APS· 2020-08-03
    25.4
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 3DonCOCO minival
    box AP· 2020-08-03
    40.5
    best: 66 (PE_spatial (DETA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 2D ClassificationonCOCO minival
    AP50· 2020-08-03
    59.5
    best: 82.1 (EVA)
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 2D ClassificationonCOCO minival
    AP75· 2020-08-03
    44.2
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 2D ClassificationonCOCO minival
    APL· 2020-08-03
    52.3
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 2D ClassificationonCOCO minival
    APM· 2020-08-03
    44.7
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 2D ClassificationonCOCO minival
    APS· 2020-08-03
    25.4
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 2D ClassificationonCOCO minival
    box AP· 2020-08-03
    40.5
    best: 66 (PE_spatial (DETA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 2D Object DetectiononCOCO minival
    AP50· 2020-08-03
    59.5
    best: 82.1 (EVA)
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 2D Object DetectiononCOCO minival
    AP75· 2020-08-03
    44.2
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 2D Object DetectiononCOCO minival
    APL· 2020-08-03
    52.3
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 2D Object DetectiononCOCO minival
    APM· 2020-08-03
    44.7
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 2D Object DetectiononCOCO minival
    APS· 2020-08-03
    25.4
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 2D Object DetectiononCOCO minival
    box AP· 2020-08-03
    40.5
    best: 66 (PE_spatial (DETA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 16konCOCO minival
    AP50· 2020-08-03
    59.5
    best: 82.1 (EVA)
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 16konCOCO minival
    AP75· 2020-08-03
    44.2
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 16konCOCO minival
    APL· 2020-08-03
    52.3
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 16konCOCO minival
    APM· 2020-08-03
    44.7
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 16konCOCO minival
    APS· 2020-08-03
    25.4
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • 16konCOCO minival
    box AP· 2020-08-03
    40.5
    best: 66 (PE_spatial (DETA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167

Computer Vision6 results

  • Object DetectiononCOCO minival
    AP50· 2020-08-03
    59.5
    best: 82.1 (EVA)
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • Object DetectiononCOCO minival
    AP75· 2020-08-03
    44.2
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • Object DetectiononCOCO minival
    APL· 2020-08-03
    52.3
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • Object DetectiononCOCO minival
    APM· 2020-08-03
    44.7
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • Object DetectiononCOCO minival
    APS· 2020-08-03
    25.4
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167
  • Object DetectiononCOCO minival
    box AP· 2020-08-03
    40.5
    best: 66 (PE_spatial (DETA))
    Reducing Label Noise in Anchor-Free Object DetectionarXiv:2008.01167