Metric: AUC (higher is better)
| # | Model↕ | AUC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DA-Net | 0.9924 | No | - | - | - |
| 2 | R2U-Net | 0.9914 | No | Recurrent Residual Convolutional Neural Network ... | 2018-02-20 | Code |
| 3 | FSG-Net | 0.9896 | No | Full-scale Representation Guided Network for Ret... | 2025-01-31 | Code |
| 4 | RV-GAN | 0.9887 | No | RV-GAN: Segmenting Retinal Vascular Structure in... | 2021-01-03 | Code |
| 5 | VGN | 0.9877 | No | Deep Vessel Segmentation By Learning Graphical C... | 2018-06-06 | Code |
| 6 | DEFFA-Unet | 0.9834 | No | Dual encoding feature filtering generalized atte... | 2025-06-02 | Code |
| 7 | DUNet | 0.9832 | No | DUNet: A deformable network for retinal vessel s... | 2018-11-03 | - |
| 8 | U-Net | 0.7783 | No | U-Net: Convolutional Networks for Biomedical Ima... | 2015-05-18 | Code |