Table 6 Performance comparison for OCTA vessel segmentation on ROSE-1 (SVC and SVC+DVC).
From: State-of-the-art retinal vessel segmentation with minimalistic models
# Pub/Year | ROSE-1 (SVC) | ROSE-1 (SVC+DVC) | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
AUC | DICE | ACC | G-mean | Kappa | FDR | AUC | DICE | ACC | G-mean | Kappa | FDR | ||
IPAC63 | TMI/2015 | 84.20 | 57.51 | 82.45 | 75.17 | 46.64 | 48.16 | 79.41 | 52.23 | 80.07 | 70.54 | 39.82 | 52.11 |
COSFIRE18 | MedIA/2015 | 92.86 | 75.17 | 92.27 | 78.83 | 70.89 | 4.71 | 88.00 | 66.71 | 89.81 | 72.56 | 61.25 | 9.88 |
CE-Net59 | TMI/2019 | 92.92 | 75.11 | 91.21 | 82.56 | 69.78 | 19.95 | 91.55 | 73.00 | 89.90 | 82.03 | 66.78 | 24.79 |
CS-Net64 | MICCAI/2019 | 93.92 | 76.08 | 91.52 | 83.04 | 70.93 | 18.83 | 93.11 | 74.88 | 90.73 | 82.63 | 69.19 | 21.37 |
COOF65 | TMI/2020 | 86.89 | 66.06 | 85.30 | 81.61 | 56.84 | 41.21 | 82.17 | 56.85 | 77.62 | 77.42 | 43.06 | 54.65 |
OCTA-Net62 | TMI/2020 | 94.53 | 76.97 | 91.82 | 83.61 | 72.01 | 17.75 | 93.75 | 75.76 | 90.99 | 83.38 | 70.22 | 20.49 |
Little W-Net | 94.95 | 79.03 | 92.28 | 85.78 | 74.30 | 18.20 | 94.05 | 78.47 | 92.03 | 85.20 | 73.59 | 18.25 | |
