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Medical Image Segmentation on ACDC Myo (5% labeled)
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84.28
DSC
Mean Teacher
76.8024
78.7437
80.685
82.6263
Jul 12, 2021
DSC
HD (mm)
N-conn
Updated 4d ago
Evaluation Results
Method
Method
Links
DSC
HD (mm)
N-conn
Mean Teacher
labeled %=5%
2021.07
84.28
11.31
3.2
MT+CAVAT
labeled %=5%
2021.07
84.26
9.43
1.75
CAVAT
labeled %=5%
2021.07
81.8
19.2
4.53
CAVAT (ru = 0)
labeled %=5%, constrai...
2021.07
81.68
15.15
5.69
VAT
labeled %=5%
2021.07
81.19
17.36
5.6
COT+CAVAT
labeled %=5%
2021.07
80.21
12.3
8.27
Co-training
labeled %=5%
2021.07
77.88
12.94
10.86
Baseline
labeled %=5%
2021.07
77.7
12.33
9.3
Entropy min
labeled %=5%
2021.07
77.09
14.68
9.31
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