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Benchmarks
Lesion Segmentation on LiTS 17
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0.799
BBox Score
SAM2CT
0.30188
0.43094
0.56
0.68906
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
SAM2CT
2026.01
0.799
0.676
0.775
0.757
0.841
SAM2
mode=fine-tuned
2026.01
0.791
0.671
0.778
0.742
0.844
MedSAM2
2026.01
0.717
-
-
-
-
DynUNet
2026.01
0.636
0.22
0.559
0.381
0.684
SAM2
mode=Zero-shot
2026.01
0.46
-
-
0.068
0.525
Swin UNETR
2026.01
0.321
0.194
0.334
0.239
0.499
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