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Benchmarks
Retinal Vessel Segmentation on DRIVE (test) (Swin Unseen Outputs)
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0.776
DICE
rNCA
0.76456
0.76753
0.7705
0.77347
Dec 15, 2025
DICE
clDICE
Delta beta (0)
Delta beta (1)
Updated 3d ago
Evaluation Results
Method
Method
Links
DICE
clDICE
Delta beta (0)
Delta beta (1)
rNCA
Base Model=Swin, Refin...
2025.12
0.776
0.816
0.646
1.122
Swin
Type=Baseline
2025.12
0.767
0.804
1.547
1.253
U-Net*
Base Model=Swin, Refin...
2025.12
0.767
0.806
1.408
1.291
DenseCRF
Base Model=Swin, Refin...
2025.12
0.767
0.806
0.902
1.259
SegRefiner
Base Model=Swin, Refin...
2025.12
0.766
0.806
1.485
1.255
SegFix
Base Model=Swin, Refin...
2025.12
0.765
0.802
1.419
1.265
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