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Models/FSG-Net

FSG-Net

Reported on 48 benchmarks across 2 tasks · 1 paper · 32 SOTA

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

Medical48 results

  • Medical Image SegmentationonHRF
    AUC· 2025-01-31
    0.9874
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonHRF
    Acc· 2025-01-31
    0.971
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonHRF
    F1 score· 2025-01-31
    0.8156
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonHRF
    MCC· 2025-01-31
    0.8012
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonHRF
    Sensitivity· 2025-01-31
    0.8361
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonCHASE_DB1
    AUC· 2025-01-31
    0.9937
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonCHASE_DB1
    Acc· 2025-01-31
    0.9751
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonCHASE_DB1
    MCC· 2025-01-31
    0.7989
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonSTARE
    Acc· 2025-01-31
    0.9774
    best: 0.9786 (DA-Net)
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonSTARE
    F1 score· 2025-01-31
    0.851
    best: 0.8622 (DA-Net)
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonSTARE
    MCC· 2025-01-31
    0.8395
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonSTARE
    Sensitivity· 2025-01-31
    0.866
    best: 0.8762 (DA-Net)
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonDRIVE
    F1 score· 2025-01-31
    0.8322
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonDRIVE
    MCC· 2025-01-31
    0.8173
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonDRIVE
    mIoU· 2025-01-31
    0.8406
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonDRIVE
    sensitivity· 2025-01-31
    0.842
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonHRF
    AUC· 2025-01-31
    0.9874
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonHRF
    Acc· 2025-01-31
    0.971
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonHRF
    F1 score· 2025-01-31
    0.8156
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonHRF
    MCC· 2025-01-31
    0.8012
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonHRF
    Sensitivity· 2025-01-31
    0.8361
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonCHASE_DB1
    AUC· 2025-01-31
    0.9937
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonCHASE_DB1
    Acc· 2025-01-31
    0.9751
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonCHASE_DB1
    MCC· 2025-01-31
    0.7989
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonSTARE
    Acc· 2025-01-31
    0.9774
    best: 0.9786 (DA-Net)
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonSTARE
    F1 score· 2025-01-31
    0.851
    best: 0.8622 (DA-Net)
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonSTARE
    MCC· 2025-01-31
    0.8395
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonSTARE
    Sensitivity· 2025-01-31
    0.866
    best: 0.8762 (DA-Net)
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonDRIVE
    F1 score· 2025-01-31
    0.8322
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonDRIVE
    MCC· 2025-01-31
    0.8173
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonDRIVE
    mIoU· 2025-01-31
    0.8406
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonDRIVE
    sensitivity· 2025-01-31
    0.842
    SOTA
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonHRF
    mIoU· 2025-01-31
    0.8308
    best: 0.8966 (U-Net ASPP)
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonCHASE_DB1
    F1 score· 2025-01-31
    0.8101
    best: 0.8957 (RV-GAN)
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonCHASE_DB1
    Sensitivity· 2025-01-31
    0.8599
    best: 0.8798 (FR-UNet)
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonCHASE_DB1
    mIOU· 2025-01-31
    0.8268
    best: 0.9705 (RV-GAN)
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonSTARE
    AUC· 2025-01-31
    0.9896
    best: 0.9924 (DA-Net)
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonSTARE
    mIOU· 2025-01-31
    0.8611
    best: 0.9754 (RV-GAN)
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonDRIVE
    AUC· 2025-01-31
    0.9823
    best: 0.9931 (Swin-Res-Net)
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Medical Image SegmentationonDRIVE
    Accuracy· 2025-01-31
    0.9704
    best: 0.9712 (U-Net)
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonHRF
    mIoU· 2025-01-31
    0.8308
    best: 0.8966 (U-Net ASPP)
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonCHASE_DB1
    F1 score· 2025-01-31
    0.8101
    best: 0.8957 (RV-GAN)
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonCHASE_DB1
    Sensitivity· 2025-01-31
    0.8599
    best: 0.8798 (FR-UNet)
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonCHASE_DB1
    mIOU· 2025-01-31
    0.8268
    best: 0.9705 (RV-GAN)
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonSTARE
    AUC· 2025-01-31
    0.9896
    best: 0.9924 (DA-Net)
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonSTARE
    mIOU· 2025-01-31
    0.8611
    best: 0.9754 (RV-GAN)
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonDRIVE
    AUC· 2025-01-31
    0.9823
    best: 0.9931 (Swin-Res-Net)
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921
  • Retinal Vessel SegmentationonDRIVE
    Accuracy· 2025-01-31
    0.9704
    best: 0.9712 (U-Net)
    Full-scale Representation Guided Network for Retinal Vessel SegmentationarXiv:2501.18921