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Kidney Segmentation on BTCV (cross-domain)
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49.2
Dice Coefficient
PolyCL-S
30.064
35.032
40
44.968
May 25, 2025
Dice Coefficient
Hausdorff Distance
Updated 1mo ago
Evaluation Results
Method
Method
Links
Dice Coefficient
Hausdorff Distance
PolyCL-S
Encoder Backbone=U-Net
2025.05
49.2
53.165
U-Net
Encoder Backbone=-
2025.05
49.1
53.25
PolyCL-M
Encoder Backbone=U-Net
2025.05
49.1
53.161
SimCLR
Encoder Backbone=U-Net
2025.05
47.1
54.773
PolyCL-O
Encoder Backbone=U-Net
2025.05
47
55.029
SupCon
Encoder Backbone=U-Net
2025.05
46.6
56.404
nnU-Net
Encoder Backbone=-
2025.05
46.5
57.395
TransUNet
Encoder Backbone=-
2025.05
45.2
68.305
Peng et al.
Encoder Backbone=-
2025.05
43.2
54.009
Chaitanya et al.
Encoder Backbone=-
2025.05
30.8
26.309
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