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Benchmarks
Cardiac Segmentation on CAMUS patient-level splits
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98.6
Dice (Background)
U-Net (SSL pretrained)
98.08
98.215
98.35
98.485
Dec 27, 2025
Dice (Background)
Dice (LV Endocardium)
Dice (LV Myocardium)
Dice (LA)
mDice
Updated 3d ago
Evaluation Results
Method
Method
Links
Dice (Background)
Dice (LV Endocardium)
Dice (LV Myocardium)
Dice (LA)
mDice
U-Net (SSL pretrained)
Data Type=PNG 16-bit +...
2025.12
98.6
92.9
92
89.9
92.8
U-Net
Data Type=NIfTI (basel...
2025.12
98.5
94.2
93.6
90.8
94.3
TransUNet
Data Type=PNG 16-bit
2025.12
98.4
93.2
92
91.2
93.2
Attention U-Net
Data Type=PNG 16-bit
2025.12
98.3
92.8
92.4
89.6
92.7
U-Net
Data Type=PNG 16-bit
2025.12
98.1
91.5
90.8
88.3
91
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