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Medical Image Segmentation on ACDC LV (5% labeled)
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91.77
DSC (%)
COT+CAVAT
88.338
89.229
90.12
91.011
Jul 12, 2021
DSC (%)
HD (mm)
N-conn (%)
Updated 4d ago
Evaluation Results
Method
Method
Links
DSC (%)
HD (mm)
N-conn (%)
COT+CAVAT
labeled %=5%
2021.07
91.77
6.2
5.36
MT+CAVAT
labeled %=5%
2021.07
91.57
7.54
2.32
Co-training
labeled %=5%
2021.07
91.35
8.63
5.44
Mean Teacher
labeled %=5%
2021.07
91.25
9.1
3.26
CAVAT
labeled %=5%
2021.07
89.89
12.15
4.67
VAT
labeled %=5%
2021.07
89.8
13.38
5.31
CAVAT (ru = 0)
labeled %=5%, constrai...
2021.07
89.42
15.34
4.8
Entropy min
labeled %=5%
2021.07
88.89
11.98
4.99
Baseline
labeled %=5%
2021.07
88.47
10.12
6.31
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