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Benchmarks
3D Medical Image Segmentation on TotalSegmentator Organ 1,204 CT scans (test)
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0.898
DSC
SW (gold standard)
0.8668
0.8749
0.883
0.8911
Jan 18, 2025
DSC
NSD
GPU Time
CPU Time
MACs (T)
Parameters (M)
Memory (GB)
Updated 3d ago
Evaluation Results
Method
Method
Links
DSC
NSD
GPU Time
CPU Time
MACs (T)
Parameters (M)
Memory (GB)
SW (gold standard)
Backbone=MedNext
2025.01
0.898
0.928
-
-
-
-
-
NMSW
Backbone=MedNext, k=full
2025.01
0.895
0.927
-
-
-
-
-
NMSW
Backbone=UNet, k=full
2025.01
0.875
0.909
-
-
-
-
-
SW (gold standard)
Backbone=UNet
2025.01
0.868
0.904
-
-
-
-
-
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