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Models/ESFPNet-L

ESFPNet-L

Reported on 8 benchmarks across 1 task · 1 paper · 3 SOTA

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

Medical8 results

  • Medical Image SegmentationonETIS-LARIBPOLYPDB
    mean Dice· 2022-07-15
    0.823
    best: 0.9572 (RAPUNet)
    SOTA
    ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic videoarXiv:2207.07759
  • Medical Image SegmentationonCVC-ClinicDB
    mIoU· 2022-07-15
    0.907
    best: 0.9343 (DUCK-Net)
    SOTA
    ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic videoarXiv:2207.07759
  • Medical Image SegmentationonCVC-ClinicDB
    mean Dice· 2022-07-15
    0.949
    best: 0.9684 (DUCK-Net)
    SOTA
    ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic videoarXiv:2207.07759
  • Medical Image SegmentationonKvasir-SEG
    mIoU· 2022-07-15
    0.887
    best: 0.9065 (EffiSegNet-B5)
    ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic videoarXiv:2207.07759
  • Medical Image SegmentationonKvasir-SEG
    mean Dice· 2022-07-15
    0.931
    best: 0.9502 (DUCK-Net)
    ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic videoarXiv:2207.07759
  • Medical Image SegmentationonETIS-LARIBPOLYPDB
    mIoU· 2022-07-15
    0.748
    best: 0.9179 (RAPUNet)
    ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic videoarXiv:2207.07759
  • Medical Image SegmentationonCVC-ColonDB
    mIoU· 2022-07-15
    0.73
    best: 0.9096 (RAPUNet)
    ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic videoarXiv:2207.07759
  • Medical Image SegmentationonCVC-ColonDB
    mean Dice· 2022-07-15
    0.811
    best: 0.9526 (RAPUNet)
    ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic videoarXiv:2207.07759