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Benchmarks
Lesion Segmentation on NIH-ABD
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0.277
BBox Error
SAM2
0.2588
0.38165
0.5045
0.62735
Jan 30, 2026
BBox Error
Arrow Error
Line Error
Point Error
Mask Error
Updated 4d ago
Evaluation Results
Method
Method
Links
BBox Error
Arrow Error
Line Error
Point Error
Mask Error
SAM2
mode=Zero-shot
2026.01
0.277
-
-
0.054
0.341
Swin UNETR
2026.01
0.498
0.399
0.47
0.422
0.579
DynUNet
2026.01
0.615
0.226
0.553
0.448
0.661
MedSAM2
2026.01
0.658
-
-
-
-
SAM2
mode=fine-tuned
2026.01
0.7
0.547
0.679
0.653
0.744
SAM2CT
2026.01
0.732
0.565
0.706
0.663
0.753
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