TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/SAM-EG

SAM-EG

Reported on 8 benchmarks across 1 task · 1 paper

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

Medical8 results

  • Medical Image SegmentationonKvasir-SEG
    mIoU· 2024-06-21
    0.862
    best: 0.9065 (EffiSegNet-B5)
    SAM-EG: Segment Anything Model with Egde Guidance framework for efficient Polyp SegmentationarXiv:2406.14819
  • Medical Image SegmentationonKvasir-SEG
    mean Dice· 2024-06-21
    0.915
    best: 0.9502 (DUCK-Net)
    SAM-EG: Segment Anything Model with Egde Guidance framework for efficient Polyp SegmentationarXiv:2406.14819
  • Medical Image SegmentationonETIS-LARIBPOLYPDB
    mIoU· 2024-06-21
    0.681
    best: 0.9179 (RAPUNet)
    SAM-EG: Segment Anything Model with Egde Guidance framework for efficient Polyp SegmentationarXiv:2406.14819
  • Medical Image SegmentationonETIS-LARIBPOLYPDB
    mean Dice· 2024-06-21
    0.757
    best: 0.9572 (RAPUNet)
    SAM-EG: Segment Anything Model with Egde Guidance framework for efficient Polyp SegmentationarXiv:2406.14819
  • Medical Image SegmentationonCVC-ColonDB
    mIoU· 2024-06-21
    0.689
    best: 0.9096 (RAPUNet)
    SAM-EG: Segment Anything Model with Egde Guidance framework for efficient Polyp SegmentationarXiv:2406.14819
  • Medical Image SegmentationonCVC-ColonDB
    mean Dice· 2024-06-21
    0.774
    best: 0.9526 (RAPUNet)
    SAM-EG: Segment Anything Model with Egde Guidance framework for efficient Polyp SegmentationarXiv:2406.14819
  • Medical Image SegmentationonCVC-ClinicDB
    mIoU· 2024-06-21
    0.879
    best: 0.9343 (DUCK-Net)
    SAM-EG: Segment Anything Model with Egde Guidance framework for efficient Polyp SegmentationarXiv:2406.14819
  • Medical Image SegmentationonCVC-ClinicDB
    mean Dice· 2024-06-21
    0.931
    best: 0.9684 (DUCK-Net)
    SAM-EG: Segment Anything Model with Egde Guidance framework for efficient Polyp SegmentationarXiv:2406.14819