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Kidney Segmentation on BTCV (cross-domain)
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49.2
Dice Coefficient
PolyCL-S
-1.278168
11.826741
24.93165
38.036559
May 25, 2025
Jul 21, 2025
Sep 17, 2025
Nov 14, 2025
Jan 10, 2026
Mar 9, 2026
May 6, 2026
Dice Coefficient
Hausdorff Distance
Updated 27d 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
DRD
Teacher=SAT 64.37, Stu...
2026.05
0.6633
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