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Models/MEGANet(Res2Net-50)

MEGANet(Res2Net-50)

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
    Average MAE· 2023-09-06
    0.025
    best: 0.021 (BDG-Net)
    MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp SegmentationarXiv:2309.03329
  • Medical Image SegmentationonKvasir-SEG
    mIoU· 2023-09-06
    0.863
    best: 0.9065 (EffiSegNet-B5)
    MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp SegmentationarXiv:2309.03329
  • Medical Image SegmentationonKvasir-SEG
    mean Dice· 2023-09-06
    0.913
    best: 0.9502 (DUCK-Net)
    MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp SegmentationarXiv:2309.03329
  • Medical Image SegmentationonETIS-LARIBPOLYPDB
    mIoU· 2023-09-06
    0.665
    best: 0.9179 (RAPUNet)
    MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp SegmentationarXiv:2309.03329
  • Medical Image SegmentationonETIS-LARIBPOLYPDB
    mean Dice· 2023-09-06
    0.739
    best: 0.9572 (RAPUNet)
    MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp SegmentationarXiv:2309.03329
  • Medical Image SegmentationonCVC-ClinicDB
    Average MAE· 2023-09-06
    0.006
    MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp SegmentationarXiv:2309.03329
  • Medical Image SegmentationonCVC-ClinicDB
    mIoU· 2023-09-06
    0.894
    best: 0.9343 (DUCK-Net)
    MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp SegmentationarXiv:2309.03329
  • Medical Image SegmentationonCVC-ClinicDB
    mean Dice· 2023-09-06
    0.938
    best: 0.9684 (DUCK-Net)
    MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp SegmentationarXiv:2309.03329