Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | U-Net | 0.9712 | No | Exploring The Limits Of Data Augmentation For Re... | 2021-05-19 | Code |
| 2 | MERIT-GCASCADE | 0.9707 | No | G-CASCADE: Efficient Cascaded Graph Convolutiona... | 2023-10-24 | Code |
| 3 | FR-UNet | 0.9705 | No | - | - | Code |
| 4 | FSG-Net | 0.9704 | No | Full-scale Representation Guided Network for Ret... | 2025-01-31 | Code |
| 5 | SA-UNet | 0.9698 | No | SA-UNet: Spatial Attention U-Net for Retinal Ves... | 2020-04-07 | Code |
| 6 | PVT-GCASCADE | 0.9689 | No | G-CASCADE: Efficient Cascaded Graph Convolutiona... | 2023-10-24 | Code |
| 7 | DR_2021 | 0.9593 | No | Segmentation of Blood Vessels, Optic Disc Locali... | 2022-07-09 | Code |
| 8 | ET-Net | 0.956 | No | ET-Net: A Generic Edge-aTtention Guidance Networ... | 2019-07-25 | Code |
| 9 | CE-Net | 0.9545 | No | CE-Net: Context Encoder Network for 2D Medical I... | 2019-03-07 | Code |
| 10 | DA-Net | 0.8082 | No | DA-Net: A Disentangled and Adaptive Network for ... | 2024-03-07 | - |