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Benchmarks
Lesion Segmentation on KiTS 23
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86.8
BBox Score
SAM2
55.288
63.469
71.65
79.831
Jan 30, 2026
BBox Score
Arrow Score
Line Score
Point Score
Mask Score
Updated 4d ago
Evaluation Results
Method
Method
Links
BBox Score
Arrow Score
Line Score
Point Score
Mask Score
SAM2
mode=fine-tuned
2026.01
86.8
0.821
0.85
81.1
88
SAM2CT
2026.01
86.8
0.822
0.85
82.1
87.8
MedSAM2
2026.01
86.6
-
-
-
-
DynUNet
2026.01
77.9
0.42
0.689
55.3
82.5
Swin UNETR
2026.01
60.6
0.249
0.544
43
68.2
SAM2
mode=Zero-shot
2026.01
56.5
-
-
30.5
63.4
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