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Models/YOLOv5s

YOLOv5s

Reported on 28 benchmarks across 10 tasks · 2 papers · 5 SOTA

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

Computer Vision11 results

  • Object DetectiononGRAZPEDWRI-DX
    Fracture Sensitivity· 2022-06-19
    91
    best: 92.5 (YOLOv10-M)
    SOTA
    0/1 Deep Neural Networks via Block Coordinate DescentarXiv:2206.09379
  • Face DetectiononWIDER Face (Medium)
    AP· 2021-05-27
    0.9261
    best: 0.965 (ASFD-D6)
    YOLO5Face: Why Reinventing a Face DetectorarXiv:2105.12931
  • Face DetectiononWIDER Face (Easy)
    AP· 2021-05-27
    0.9433
    best: 0.972 (ASFD-D6)
    YOLO5Face: Why Reinventing a Face DetectorarXiv:2105.12931
  • Face DetectiononWIDER Face (Hard)
    AP· 2021-05-27
    0.828
    best: 0.934 (TinaFace(ResNet-50))
    YOLO5Face: Why Reinventing a Face DetectorarXiv:2105.12931
  • Face ReconstructiononWIDER Face (Medium)
    AP· 2021-05-27
    0.9261
    best: 0.965 (ASFD-D6)
    YOLO5Face: Why Reinventing a Face DetectorarXiv:2105.12931
  • Face ReconstructiononWIDER Face (Easy)
    AP· 2021-05-27
    0.9433
    best: 0.972 (ASFD-D6)
    YOLO5Face: Why Reinventing a Face DetectorarXiv:2105.12931
  • Face ReconstructiononWIDER Face (Hard)
    AP· 2021-05-27
    0.828
    best: 0.934 (TinaFace(ResNet-50))
    YOLO5Face: Why Reinventing a Face DetectorarXiv:2105.12931
  • 3D Face ReconstructiononWIDER Face (Medium)
    AP· 2021-05-27
    0.9261
    best: 0.965 (ASFD-D6)
    YOLO5Face: Why Reinventing a Face DetectorarXiv:2105.12931
  • 3D Face ReconstructiononWIDER Face (Easy)
    AP· 2021-05-27
    0.9433
    best: 0.972 (ASFD-D6)
    YOLO5Face: Why Reinventing a Face DetectorarXiv:2105.12931
  • 3D Face ReconstructiononWIDER Face (Hard)
    AP· 2021-05-27
    0.828
    best: 0.934 (TinaFace(ResNet-50))
    YOLO5Face: Why Reinventing a Face DetectorarXiv:2105.12931
  • Object DetectiononMSCOCO
    mAP @0.5:0.95
    37.2
    best: 40.9 (PP-PicoDet-L)

Methodology11 results

  • 3DonGRAZPEDWRI-DX
    Fracture Sensitivity· 2022-06-19
    91
    best: 92.5 (YOLOv10-M)
    SOTA
    0/1 Deep Neural Networks via Block Coordinate DescentarXiv:2206.09379
  • 2D ClassificationonGRAZPEDWRI-DX
    Fracture Sensitivity· 2022-06-19
    91
    best: 92.5 (YOLOv10-M)
    SOTA
    0/1 Deep Neural Networks via Block Coordinate DescentarXiv:2206.09379
  • 2D Object DetectiononGRAZPEDWRI-DX
    Fracture Sensitivity· 2022-06-19
    91
    best: 92.5 (YOLOv10-M)
    SOTA
    0/1 Deep Neural Networks via Block Coordinate DescentarXiv:2206.09379
  • 16konGRAZPEDWRI-DX
    Fracture Sensitivity· 2022-06-19
    91
    best: 92.5 (YOLOv10-M)
    SOTA
    0/1 Deep Neural Networks via Block Coordinate DescentarXiv:2206.09379
  • 3DonWIDER Face (Medium)
    AP· 2021-05-27
    0.9261
    best: 0.965 (ASFD-D6)
    YOLO5Face: Why Reinventing a Face DetectorarXiv:2105.12931
  • 3DonWIDER Face (Easy)
    AP· 2021-05-27
    0.9433
    best: 0.972 (ASFD-D6)
    YOLO5Face: Why Reinventing a Face DetectorarXiv:2105.12931
  • 3DonWIDER Face (Hard)
    AP· 2021-05-27
    0.828
    best: 0.934 (TinaFace(ResNet-50))
    YOLO5Face: Why Reinventing a Face DetectorarXiv:2105.12931
  • 3DonMSCOCO
    mAP @0.5:0.95
    37.2
    best: 40.9 (PP-PicoDet-L)
  • 2D ClassificationonMSCOCO
    mAP @0.5:0.95
    37.2
    best: 40.9 (PP-PicoDet-L)
  • 2D Object DetectiononMSCOCO
    mAP @0.5:0.95
    37.2
    best: 40.9 (PP-PicoDet-L)
  • 16konMSCOCO
    mAP @0.5:0.95
    37.2
    best: 40.9 (PP-PicoDet-L)

Music3 results

  • Facial Recognition and ModellingonWIDER Face (Medium)
    AP· 2021-05-27
    0.9261
    best: 0.965 (ASFD-D6)
    YOLO5Face: Why Reinventing a Face DetectorarXiv:2105.12931
  • Facial Recognition and ModellingonWIDER Face (Easy)
    AP· 2021-05-27
    0.9433
    best: 0.972 (ASFD-D6)
    YOLO5Face: Why Reinventing a Face DetectorarXiv:2105.12931
  • Facial Recognition and ModellingonWIDER Face (Hard)
    AP· 2021-05-27
    0.828
    best: 0.934 (TinaFace(ResNet-50))
    YOLO5Face: Why Reinventing a Face DetectorarXiv:2105.12931

Medical3 results

  • 3D Face ModellingonWIDER Face (Medium)
    AP· 2021-05-27
    0.9261
    best: 0.965 (ASFD-D6)
    YOLO5Face: Why Reinventing a Face DetectorarXiv:2105.12931
  • 3D Face ModellingonWIDER Face (Easy)
    AP· 2021-05-27
    0.9433
    best: 0.972 (ASFD-D6)
    YOLO5Face: Why Reinventing a Face DetectorarXiv:2105.12931
  • 3D Face ModellingonWIDER Face (Hard)
    AP· 2021-05-27
    0.828
    best: 0.934 (TinaFace(ResNet-50))
    YOLO5Face: Why Reinventing a Face DetectorarXiv:2105.12931