Artery/vein segmentation on Doppler Holography Retinal Dataset M0
72.9SensitivityWNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| WNetYear=2025, Params (K)=7,034, Inf. (ms)=182025.11 | 72.9 | 73.3 | 78.7 | 30.35 | |
| CE-NetYear=2019, Params (K)=68,801, Inf. (ms)=122025.11 | 68.5 | 68.5 | 73.5 | 36.01 | |
| UNet++Year=2018, Params (K)=9,156, Inf. (ms)=222025.11 | 66.5 | 67.7 | 72 | 39.42 | |
| MSUNetYear=2021, Params (K)=47,076, Inf. (ms)=282025.11 | 64.5 | 67.5 | 71.8 | 40.64 | |
| UNetYear=2015, Params (K)=17,258, Inf. (ms)=162025.11 | 61.5 | 63.7 | 67.3 | 49.8 | |
| IterNetYear=2020, Params (K)=17,476, Inf. (ms)=42025.11 | 61 | 61 | 63.6 | 51.72 | |
| CSTA-NetYear=2025, Params (K)=21,947, Inf. (ms)=312025.11 | 59.4 | 61 | 63.4 | 42.69 | |
| WNet (Tiny)Year=2025, Params (K)=69, Inf. (ms)=62025.11 | 48.9 | 46.3 | 49.1 | 82.31 | |
| RRWNetYear=2024, Params (K)=62,063, Inf. (ms)=1322025.11 | 46.6 | 50.2 | 53.8 | 71.26 | |
| SwinUNetYear=2022, Params (K)=43,077, Inf. (ms)=302025.11 | 40.6 | 47.5 | 49 | 64.22 |