Table 7 Performance comparison for OCTA vessel segmentation on ROSE-1 (DVC) and ROSE-2.
From: State-of-the-art retinal vessel segmentation with minimalistic models
# Pub/Year | ROSE-1 (DVC) | ROSE-2 | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
AUC | DICE | ACC | G-mean | Kappa | FDR | AUC | DICE | ACC | G-mean | Kappa | FDR | ||
IPAC63 | TMI/2015 | 75.63 | 9.11 | 75.22 | 76.84 | 6.36 | 95.10 | 73.70 | 55.15 | 85.92 | 82.07 | 47.58 | 55.90 |
COSFIRE18 | MedIA/2015 | 85.20 | 24.05 | 91.30 | 85.23 | 21.99 | 85.16 | 77.87 | 61.42 | 92.12 | 77.42 | 56.99 | 38.91 |
CE-Net59 | TMI/2019 | 95.05 | 57.83 | 98.43 | 85.03 | 57.07 | 51.47 | 84.67 | 70.66 | 93.77 | 82.48 | 67.08 | 29.30 |
CS-Net64 | MICCAI/2019 | 96.71 | 58,84 | 98.82 | 81.55 | 58.25 | 47.10 | 85.42 | 70.10 | 93.85 | 82.35 | 66.58 | 30.25 |
COOF65 | TMI/2020 | 81.62 | 10.03 | 66.78 | 78.47 | 6.49 | 94.65 | 74.42 | 61.12 | 89.45 | 81.17 | 54.98 | 46.20 |
OCTA-Net62 | TMI/2020 | 96.73 | 70.74 | 99.09 | 88.11 | 70.28 | 34.92 | 86.03 | 70.77 | 93.86 | 83.15 | 67.24 | 30.19 |
Little W-Net | 97.71 | 70.82 | 99.27 | 83.87 | 70.47 | 26.14 | 86.25 | 69.70 | 94.23 | 80.78 | 66.46 | 27.23 | |
