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Benchmarks
Abdominal Organ Segmentation on CHAOS MRI (5-fold cross-validation)
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85.8
Liver mIoU
BiO-Net
72.072
75.636
79.2
82.764
Jun 26, 2021
Liver mIoU
Liver DICE
Left Kidney mIoU
Left Kidney DICE
Right Kidney mIoU
Right Kidney DICE
Spleen mIoU
Spleen DICE
Updated 4d ago
Evaluation Results
Method
Method
Links
Liver mIoU
Liver DICE
Left Kidney mIoU
Left Kidney DICE
Right Kidney mIoU
Right Kidney DICE
Spleen mIoU
Spleen DICE
BiO-Net
2021.06
85.8
91.7
75.7
85.1
78.2
87.2
73.2
82.8
BiX-Net
2021.06
82.6
89.8
71
82.1
71.9
82.7
66
76.5
AutoDeepLab
2021.06
79.8
88.1
66.7
75
61.9
75.7
63.9
75.5
NAS-UNet
2021.06
79.1
87.2
65.5
75
66.2
77.7
64.1
75.8
U-Net
2021.06
78.1
86.8
61.3
73.8
63.5
76.2
62.2
74.4
MS-NAS
2021.06
72.6
82.6
71
81.9
70.1
81.1
62.5
74
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