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Models/VGN

VGN

Reported on 16 benchmarks across 2 tasks · 1 paper · 12 SOTA

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

Medical16 results

  • Medical Image SegmentationonHRF
    AUC· 2018-06-06
    0.9838
    best: 0.9874 (FSG-Net)
    SOTA
    Deep Vessel Segmentation By Learning Graphical ConnectivityarXiv:1806.02279
  • Medical Image SegmentationonHRF
    F1 score· 2018-06-06
    0.8151
    best: 0.8156 (FSG-Net)
    SOTA
    Deep Vessel Segmentation By Learning Graphical ConnectivityarXiv:1806.02279
  • Medical Image SegmentationonCHASE_DB1
    AUC· 2018-06-06
    0.983
    best: 0.9937 (FSG-Net)
    SOTA
    Deep Vessel Segmentation By Learning Graphical ConnectivityarXiv:1806.02279
  • Medical Image SegmentationonCHASE_DB1
    F1 score· 2018-06-06
    0.8034
    best: 0.8957 (RV-GAN)
    SOTA
    Deep Vessel Segmentation By Learning Graphical ConnectivityarXiv:1806.02279
  • Medical Image SegmentationonDRIVE
    AUC· 2018-06-06
    0.9802
    best: 0.9931 (Swin-Res-Net)
    SOTA
    Deep Vessel Segmentation By Learning Graphical ConnectivityarXiv:1806.02279
  • Medical Image SegmentationonDRIVE
    F1 score· 2018-06-06
    0.8263
    best: 0.8322 (FSG-Net)
    SOTA
    Deep Vessel Segmentation By Learning Graphical ConnectivityarXiv:1806.02279
  • Retinal Vessel SegmentationonHRF
    AUC· 2018-06-06
    0.9838
    best: 0.9874 (FSG-Net)
    SOTA
    Deep Vessel Segmentation By Learning Graphical ConnectivityarXiv:1806.02279
  • Retinal Vessel SegmentationonHRF
    F1 score· 2018-06-06
    0.8151
    best: 0.8156 (FSG-Net)
    SOTA
    Deep Vessel Segmentation By Learning Graphical ConnectivityarXiv:1806.02279
  • Retinal Vessel SegmentationonCHASE_DB1
    AUC· 2018-06-06
    0.983
    best: 0.9937 (FSG-Net)
    SOTA
    Deep Vessel Segmentation By Learning Graphical ConnectivityarXiv:1806.02279
  • Retinal Vessel SegmentationonCHASE_DB1
    F1 score· 2018-06-06
    0.8034
    best: 0.8957 (RV-GAN)
    SOTA
    Deep Vessel Segmentation By Learning Graphical ConnectivityarXiv:1806.02279
  • Retinal Vessel SegmentationonDRIVE
    AUC· 2018-06-06
    0.9802
    best: 0.9931 (Swin-Res-Net)
    SOTA
    Deep Vessel Segmentation By Learning Graphical ConnectivityarXiv:1806.02279
  • Retinal Vessel SegmentationonDRIVE
    F1 score· 2018-06-06
    0.8263
    best: 0.8322 (FSG-Net)
    SOTA
    Deep Vessel Segmentation By Learning Graphical ConnectivityarXiv:1806.02279
  • Medical Image SegmentationonSTARE
    AUC· 2018-06-06
    0.9877
    best: 0.9924 (DA-Net)
    Deep Vessel Segmentation By Learning Graphical ConnectivityarXiv:1806.02279
  • Medical Image SegmentationonSTARE
    F1 score· 2018-06-06
    0.8429
    best: 0.8622 (DA-Net)
    Deep Vessel Segmentation By Learning Graphical ConnectivityarXiv:1806.02279
  • Retinal Vessel SegmentationonSTARE
    AUC· 2018-06-06
    0.9877
    best: 0.9924 (DA-Net)
    Deep Vessel Segmentation By Learning Graphical ConnectivityarXiv:1806.02279
  • Retinal Vessel SegmentationonSTARE
    F1 score· 2018-06-06
    0.8429
    best: 0.8622 (DA-Net)
    Deep Vessel Segmentation By Learning Graphical ConnectivityarXiv:1806.02279