Vessel Segmentation on DRIVE (test)
77.44mIoUET-Net
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ET-Net2019.07 | 77.44 | 95.6 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Multi-task2019.07 | 76.21 | 94.97 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| M-Net2019.07 | 75.81 | 94.58 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| U-Net2019.07 | 75.46 | 94.45 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| FCN2019.07 | 74.55 | 94.13 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| GreenTopo-AttUKANLiteThreshold=0.65, Resolution=592 x 592, Augmentation setting=RotFlip500, Number of seeds=32026.06 | 70.6 | — | 82.74 | 81.87 | 98.59 | 84.1 | 0.8136 | 98.36 | 82.66 | 87.1 | 79.03 | 3.8749 | 0.9876 | 93.62 | 98.81 | 91.29 | |
| GrayTopo-AttUKANLiteThreshold=0.65, Resolution=592 x 592, Augmentation setting=RotFlip500, Number of seeds=32026.06 | 70.28 | — | 82.52 | 80.69 | 98.7 | 84.97 | 0.8118 | 98.26 | 82.58 | 87.65 | 78.43 | 4.0207 | 1.0003 | 93.58 | 98.82 | 91.27 | |
| Basic SAUNetv2Threshold=0.65, Resolution=592 x 592, Augmentation setting=RotFlip500, Number of seeds=32026.06 | 70.12 | — | 82.41 | 84.16 | — | 81.34 | 0.81 | — | 83.59 | — | — | 3.6366 | — | 93.79 | — | — | |
| FedAvgBackbone=UNet2026.03 | — | — | 76.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| FedBNBackbone=UNet2026.03 | — | — | 76.16 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| FedPerBackbone=UNet2026.03 | — | — | 75.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| pFL-ResFIMBackbone=UNet2026.03 | — | — | 76.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SioBNBackbone=UNet2026.03 | — | — | 75.55 | — | — | — | — | — | — | — | — | — | — | — | — | — |