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Models/FCOS (HRNetV2p-W48)

FCOS (HRNetV2p-W48)

Reported on 25 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.

Methodology20 results

  • 3DonCOCO test-dev
    AP50· uses extra data· 2019-08-20
    59.3
    best: 95 (ViTPose (ViTAE-G, ensemble))
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • 3DonCOCO test-dev
    APL· uses extra data· 2019-08-20
    51
    best: 86.5 (PoseBH-H)
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • 3DonCOCO test-dev
    APM· uses extra data· 2019-08-20
    42.6
    best: 83.8 (4xRSN-50 (ensemble))
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • 3DonCOCO test-dev
    APS· uses extra data· 2019-08-20
    23.4
    best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • 3DonCOCO test-dev
    box mAP· uses extra data· 2019-08-20
    40.5
    best: 66 (Co-DETR)
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • 2D ClassificationonCOCO test-dev
    AP50· uses extra data· 2019-08-20
    59.3
    best: 82.1 (Plain-DETR (Swin-L))
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • 2D ClassificationonCOCO test-dev
    APL· uses extra data· 2019-08-20
    51
    best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • 2D ClassificationonCOCO test-dev
    APM· uses extra data· 2019-08-20
    42.6
    best: 67.7 (EVA)
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • 2D ClassificationonCOCO test-dev
    APS· uses extra data· 2019-08-20
    23.4
    best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • 2D ClassificationonCOCO test-dev
    box mAP· uses extra data· 2019-08-20
    40.5
    best: 66 (Co-DETR)
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • 2D Object DetectiononCOCO test-dev
    AP50· uses extra data· 2019-08-20
    59.3
    best: 82.1 (Plain-DETR (Swin-L))
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • 2D Object DetectiononCOCO test-dev
    APL· uses extra data· 2019-08-20
    51
    best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • 2D Object DetectiononCOCO test-dev
    APM· uses extra data· 2019-08-20
    42.6
    best: 67.7 (EVA)
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • 2D Object DetectiononCOCO test-dev
    APS· uses extra data· 2019-08-20
    23.4
    best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • 2D Object DetectiononCOCO test-dev
    box mAP· uses extra data· 2019-08-20
    40.5
    best: 66 (Co-DETR)
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • 16konCOCO test-dev
    AP50· uses extra data· 2019-08-20
    59.3
    best: 82.1 (Plain-DETR (Swin-L))
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • 16konCOCO test-dev
    APL· uses extra data· 2019-08-20
    51
    best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • 16konCOCO test-dev
    APM· uses extra data· 2019-08-20
    42.6
    best: 67.7 (EVA)
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • 16konCOCO test-dev
    APS· uses extra data· 2019-08-20
    23.4
    best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • 16konCOCO test-dev
    box mAP· uses extra data· 2019-08-20
    40.5
    best: 66 (Co-DETR)
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919

Computer Vision5 results

  • Object DetectiononCOCO test-dev
    AP50· uses extra data· 2019-08-20
    59.3
    best: 82.1 (Plain-DETR (Swin-L))
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • Object DetectiononCOCO test-dev
    APL· uses extra data· 2019-08-20
    51
    best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • Object DetectiononCOCO test-dev
    APM· uses extra data· 2019-08-20
    42.6
    best: 67.7 (EVA)
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • Object DetectiononCOCO test-dev
    APS· uses extra data· 2019-08-20
    23.4
    best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919
  • Object DetectiononCOCO test-dev
    box mAP· uses extra data· 2019-08-20
    40.5
    best: 66 (Co-DETR)
    Deep High-Resolution Representation Learning for Visual RecognitionarXiv:1908.07919