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Models/YOLOv6-L6(1280)

YOLOv6-L6(1280)

Reported on 10 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Methodology8 results

  • 3DonCOCO (Common Objects in Context)
    box AP· 2022-09-07
    57.2
    best: 59.5 (DEIM-D-FINE-X+)
    SOTA
    YOLOv6: A Single-Stage Object Detection Framework for Industrial ApplicationsarXiv:2209.02976
  • 2D ClassificationonCOCO (Common Objects in Context)
    box AP· 2022-09-07
    57.2
    best: 59.5 (DEIM-D-FINE-X+)
    SOTA
    YOLOv6: A Single-Stage Object Detection Framework for Industrial ApplicationsarXiv:2209.02976
  • 2D Object DetectiononCOCO (Common Objects in Context)
    box AP· 2022-09-07
    57.2
    best: 59.5 (DEIM-D-FINE-X+)
    SOTA
    YOLOv6: A Single-Stage Object Detection Framework for Industrial ApplicationsarXiv:2209.02976
  • 16konCOCO (Common Objects in Context)
    box AP· 2022-09-07
    57.2
    best: 59.5 (DEIM-D-FINE-X+)
    SOTA
    YOLOv6: A Single-Stage Object Detection Framework for Industrial ApplicationsarXiv:2209.02976
  • 3DonCOCO (Common Objects in Context)
    FPS (V100, b=1)· 2022-09-07
    26
    best: 779 (YOLOv6-N)
    YOLOv6: A Single-Stage Object Detection Framework for Industrial ApplicationsarXiv:2209.02976
  • 2D ClassificationonCOCO (Common Objects in Context)
    FPS (V100, b=1)· 2022-09-07
    26
    best: 779 (YOLOv6-N)
    YOLOv6: A Single-Stage Object Detection Framework for Industrial ApplicationsarXiv:2209.02976
  • 2D Object DetectiononCOCO (Common Objects in Context)
    FPS (V100, b=1)· 2022-09-07
    26
    best: 779 (YOLOv6-N)
    YOLOv6: A Single-Stage Object Detection Framework for Industrial ApplicationsarXiv:2209.02976
  • 16konCOCO (Common Objects in Context)
    FPS (V100, b=1)· 2022-09-07
    26
    best: 779 (YOLOv6-N)
    YOLOv6: A Single-Stage Object Detection Framework for Industrial ApplicationsarXiv:2209.02976

Computer Vision2 results

  • Object DetectiononCOCO (Common Objects in Context)
    box AP· 2022-09-07
    57.2
    best: 59.5 (DEIM-D-FINE-X+)
    SOTA
    YOLOv6: A Single-Stage Object Detection Framework for Industrial ApplicationsarXiv:2209.02976
  • Object DetectiononCOCO (Common Objects in Context)
    FPS (V100, b=1)· 2022-09-07
    26
    best: 779 (YOLOv6-N)
    YOLOv6: A Single-Stage Object Detection Framework for Industrial ApplicationsarXiv:2209.02976