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Benchmarks
Medical Image Segmentation on AMOS-CT (test)
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91
mDice
nnUNet+
78.936
82.068
85.2
88.332
Dec 7, 2023
mDice
mNSD
Updated 3d ago
Evaluation Results
Method
Method
Links
mDice
mNSD
nnUNet+
Params=30.76 M, FLOPS=...
2023.12
91
82.6
E2ENet*
s (shift size)=0.7, Pa...
2023.12
90.7
82.2
E2ENet*
s (shift size)=0.8, Pa...
2023.12
90.7
82.1
nnUNet
Params=30.76 M, FLOPS=...
2023.12
90.6
82
E2ENet
s (shift size)=0.7, Pa...
2023.12
90.6
82
E2ENet*
s (shift size)=0.9, Pa...
2023.12
90.4
81.4
E2ENet
s (shift size)=0.8, Pa...
2023.12
90.4
81.8
E2ENet
s (shift size)=0.9, Pa...
2023.12
90.1
80.7
Swin-UNETR
Params=62.83 M, FLOPS=...
2023.12
86.3
73.8
nnFormer
Params=150.14 M, FLOPS...
2023.12
85.6
72.5
VNet
Params=45.65 M, FLOPS=...
2023.12
82.9
67.6
CoTr
Params=41.87 M, FLOPS=...
2023.12
80.9
66.3
UNETR
Params=93.02 M, FLOPS=...
2023.12
79.4
60.8
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