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Lesion Segmentation on NIH-MED

0.195BBox ErrorSAM2
0.173240.320120.4670.61388Jan 30, 2026

Evaluation results

MethodLinks
SAM2mode=Zero-shot2026.010.195——0.0280.333
Swin UNETR2026.010.5340.4020.5330.4480.611
MedSAM22026.010.647————
DynUNet2026.010.6520.2220.5910.4710.677
SAM2mode=fine-tuned2026.010.7150.6210.6830.6560.766
SAM2CT2026.010.7390.6660.7180.6680.766