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3D Liver Segmentation on CBCT 3D (test)
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93.7
F1 Score
Target Only
51.996
62.823
73.65
84.477
Mar 10, 2026
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
Target Only
Type=Fully supervised,...
2026.03
93.7
Ours
Type=Few-shot, shots=2...
2026.03
91.8
Ours
Type=Few-shot, shots=5...
2026.03
90.9
Target Only
Type=Fully supervised,...
2026.03
89.6
Ours
Type=Few-shot, shots=1...
2026.03
87.1
Ours
Type=Feature Alignment
2026.03
86.6
Target Only
Type=Fully supervised,...
2026.03
84.7
DANN
Type=Feature Alignment
2026.03
84.6
Source Only
Type=Fully supervised
2026.03
80.1
MAPSeg
Type=Self-Training
2026.03
70.15
SAM-MED 3D
Type=Foundation model,...
2026.03
65.3
SIFA
Type=Image Alignment
2026.03
64.7
MA-SAM
Type=Foundation model
2026.03
61.8
Target Only
Type=Fully supervised,...
2026.03
61
SAM-MED 3D
Type=Foundation model,...
2026.03
53.6
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