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Benchmarks
Lesion Segmentation on PAS
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72.8
Dice
3DSAMba
46.8
53.55
60.3
67.05
May 30, 2026
Dice
IoU
Updated 1d ago
Evaluation Results
Method
Method
Links
Dice
IoU
3DSAMba
Params(M)=64.68, Time(...
2026.05
72.8
58
SegMamba
Params(M)=8.44, Time(s...
2026.05
64.7
51.8
SwinUNETR
Params(M)=62.19, Time(...
2026.05
62.5
47.8
CoTr
Params(M)=46.51, Time(...
2026.05
61.6
45.7
UNETR
Params(M)=92.58, Time(...
2026.05
61.1
44.6
TransUNet
Params(M)=96.07, Time(...
2026.05
59.7
43
nnUNet
Params(M)=19.07, Time(...
2026.05
57
41.9
3D UNet
Params(M)=18.16, Time(...
2026.05
56.1
41.5
3DSAM-Ada
Params(M)=13.78, Time(...
2026.05
52.5
39
U-Mamba
Params(M)=7.50, Time(s...
2026.05
49.5
33.4
AP-SAM
Params(M)=24.14, Time(...
2026.05
47.8
35.5
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