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Models/DR_2021

DR_2021

Reported on 8 benchmarks across 2 tasks · 1 paper · 2 SOTA

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

Medical8 results

  • Medical Image SegmentationonDRIVE
    Specificity· 2022-07-09
    0.9832
    best: 0.9844 (MERIT-GCASCADE)
    SOTA
    Segmentation of Blood Vessels, Optic Disc Localization, Detection of Exudates and Diabetic Retinopathy Diagnosis from Digital Fundus ImagesarXiv:2207.04345
  • Retinal Vessel SegmentationonDRIVE
    Specificity· 2022-07-09
    0.9832
    best: 0.9844 (MERIT-GCASCADE)
    SOTA
    Segmentation of Blood Vessels, Optic Disc Localization, Detection of Exudates and Diabetic Retinopathy Diagnosis from Digital Fundus ImagesarXiv:2207.04345
  • Medical Image SegmentationonDRIVE
    Accuracy· 2022-07-09
    0.9593
    best: 0.9712 (U-Net)
    Segmentation of Blood Vessels, Optic Disc Localization, Detection of Exudates and Diabetic Retinopathy Diagnosis from Digital Fundus ImagesarXiv:2207.04345
  • Medical Image SegmentationonDRIVE
    F1 score· 2022-07-09
    0.75
    best: 0.8322 (FSG-Net)
    Segmentation of Blood Vessels, Optic Disc Localization, Detection of Exudates and Diabetic Retinopathy Diagnosis from Digital Fundus ImagesarXiv:2207.04345
  • Medical Image SegmentationonDRIVE
    sensitivity· 2022-07-09
    0.7119
    best: 0.842 (FSG-Net)
    Segmentation of Blood Vessels, Optic Disc Localization, Detection of Exudates and Diabetic Retinopathy Diagnosis from Digital Fundus ImagesarXiv:2207.04345
  • Retinal Vessel SegmentationonDRIVE
    Accuracy· 2022-07-09
    0.9593
    best: 0.9712 (U-Net)
    Segmentation of Blood Vessels, Optic Disc Localization, Detection of Exudates and Diabetic Retinopathy Diagnosis from Digital Fundus ImagesarXiv:2207.04345
  • Retinal Vessel SegmentationonDRIVE
    F1 score· 2022-07-09
    0.75
    best: 0.8322 (FSG-Net)
    Segmentation of Blood Vessels, Optic Disc Localization, Detection of Exudates and Diabetic Retinopathy Diagnosis from Digital Fundus ImagesarXiv:2207.04345
  • Retinal Vessel SegmentationonDRIVE
    sensitivity· 2022-07-09
    0.7119
    best: 0.842 (FSG-Net)
    Segmentation of Blood Vessels, Optic Disc Localization, Detection of Exudates and Diabetic Retinopathy Diagnosis from Digital Fundus ImagesarXiv:2207.04345