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Models/DUNet

DUNet

Reported on 12 benchmarks across 2 tasks · 1 paper

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

Medical12 results

  • Medical Image SegmentationonCHASE_DB1
    AUC· 2018-11-03
    0.9804
    best: 0.9937 (FSG-Net)
    DUNet: A deformable network for retinal vessel segmentationarXiv:1811.01206
  • Medical Image SegmentationonCHASE_DB1
    F1 score· 2018-11-03
    0.7883
    best: 0.8957 (RV-GAN)
    DUNet: A deformable network for retinal vessel segmentationarXiv:1811.01206
  • Medical Image SegmentationonSTARE
    AUC· 2018-11-03
    0.9832
    best: 0.9924 (DA-Net)
    DUNet: A deformable network for retinal vessel segmentationarXiv:1811.01206
  • Medical Image SegmentationonSTARE
    F1 score· 2018-11-03
    0.8143
    best: 0.8622 (DA-Net)
    DUNet: A deformable network for retinal vessel segmentationarXiv:1811.01206
  • Medical Image SegmentationonDRIVE
    AUC· 2018-11-03
    0.9802
    best: 0.9931 (Swin-Res-Net)
    DUNet: A deformable network for retinal vessel segmentationarXiv:1811.01206
  • Medical Image SegmentationonDRIVE
    F1 score· 2018-11-03
    0.8237
    best: 0.8322 (FSG-Net)
    DUNet: A deformable network for retinal vessel segmentationarXiv:1811.01206
  • Retinal Vessel SegmentationonCHASE_DB1
    AUC· 2018-11-03
    0.9804
    best: 0.9937 (FSG-Net)
    DUNet: A deformable network for retinal vessel segmentationarXiv:1811.01206
  • Retinal Vessel SegmentationonCHASE_DB1
    F1 score· 2018-11-03
    0.7883
    best: 0.8957 (RV-GAN)
    DUNet: A deformable network for retinal vessel segmentationarXiv:1811.01206
  • Retinal Vessel SegmentationonSTARE
    AUC· 2018-11-03
    0.9832
    best: 0.9924 (DA-Net)
    DUNet: A deformable network for retinal vessel segmentationarXiv:1811.01206
  • Retinal Vessel SegmentationonSTARE
    F1 score· 2018-11-03
    0.8143
    best: 0.8622 (DA-Net)
    DUNet: A deformable network for retinal vessel segmentationarXiv:1811.01206
  • Retinal Vessel SegmentationonDRIVE
    AUC· 2018-11-03
    0.9802
    best: 0.9931 (Swin-Res-Net)
    DUNet: A deformable network for retinal vessel segmentationarXiv:1811.01206
  • Retinal Vessel SegmentationonDRIVE
    F1 score· 2018-11-03
    0.8237
    best: 0.8322 (FSG-Net)
    DUNet: A deformable network for retinal vessel segmentationarXiv:1811.01206