Retinal Vessel Segmentation
Retinal vessel segmentation is the task of segmenting vessels in retina imagery.
( Image credit: LadderNet )
Papers
Showing 1–10 of 139 papers
All datasetsDRIVECHASE_DB1STAREROSE-1 DVCROSE-1 SVCROSE-1 SVC-DVCROSE-2UZLFHRFINSPIRE-AVR (LUNet subset)
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DA-Net | AUC | 0.99 | — | Unverified |
| 2 | R2U-Net | AUC | 0.99 | — | Unverified |
| 3 | FSG-Net | AUC | 0.99 | — | Unverified |
| 4 | RV-GAN | AUC | 0.99 | — | Unverified |
| 5 | VGN | AUC | 0.99 | — | Unverified |
| 6 | DEFFA-Unet | AUC | 0.98 | — | Unverified |
| 7 | DUNet | AUC | 0.98 | — | Unverified |
| 8 | U-Net ASPP | mIOU | 0.9 | — | Unverified |
| 9 | Residual U-Net | F1 score | 0.84 | — | Unverified |