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Benchmarks
Brain Tumor Segmentation on BraTS 2021 (Dice by Point Threshold)
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33.3
Dice (1pt)
FastSAM3D
-0.5
8.275
17.05
25.825
Mar 14, 2024
Dice (1pt)
Dice (3pt)
Dice (5pt)
Dice (10pt)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Dice (1pt)
Dice (3pt)
Dice (5pt)
Dice (10pt)
FastSAM3D
Dim=3D
2024.03
33.3
40.1
42.1
44.5
SAM-Med3D
Dim=3D
2024.03
32.8
39.5
41.8
44.6
SAM
Dim=2D
2024.03
10.8
19.2
21.7
23.7
TinySAM
Dim=2D
2024.03
10.3
16.5
18.7
21.1
MobileSAM
Dim=2D
2024.03
7.9
13.2
15.6
18.6
SAM-Med2D
Dim=2D
2024.03
1.3
7.6
8.2
8.4
MedSAM
Dim=2D
2024.03
0.8
5.9
6.4
7.1
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