List your company
ResearchFormerly WizWand

Medical Image Segmentation on AMOS MR

95Dice Score (AMOS MR)MedSAM
4.686428.133251.5875.0268Oct 30, 2025Dec 5, 2025Jan 11, 2026Feb 17, 2026Mar 25, 2026May 1, 2026Jun 7, 2026
Updated 4mo ago

Evaluation results

MethodLinks
MedSAM2025.10952.240.59—
SAMRIboxPrompting Strategy=box-only2025.10942.750.81—
SAMRIbpPrompting Strategy=box+point2025.10942.830.82—
Target SupervisionBackbone=U-Net, Protocol=Upper Bound2026.0690.16——1.91
Target SupervisionBackbone=Swin UNETR, Protocol=Upper Bound2026.0690.05——1.93
SAM-ViTB2025.10903.160.99—
ASFOSDABackbone=U-Net, Protocol=ASFDA2026.0671.46——8.78
ASFOSDABackbone=Swin UNETR, Protocol=ASFDA2026.0670.35——9.32
UGTSTBackbone=U-Net, Protocol=ASFDA2026.0668.62——10.16
CENTBackbone=U-Net, Protocol=ASFDA2026.0668.16——10.52
MAXREPBackbone=U-Net, Protocol=ASFDA2026.0667.78——10.86
UGTSTBackbone=Swin UNETR, Protocol=ASFDA2026.0667.73——10.93
CENTBackbone=Swin UNETR, Protocol=ASFDA2026.0666.94——11.54
MAXREPBackbone=Swin UNETR, Protocol=ASFDA2026.0666.62——11.65
PENTBackbone=U-Net, Protocol=ASFDA2026.0665.83——11.92
LCBackbone=U-Net, Protocol=ASFDA2026.0665.73——12.17
PMARBackbone=U-Net, Protocol=ASFDA2026.0665.35——12.35
PENTBackbone=Swin UNETR, Protocol=ASFDA2026.0665.29——12.38
Core-setBackbone=U-Net, Protocol=ASFDA2026.0665.25——12.46
LCBackbone=Swin UNETR, Protocol=ASFDA2026.0664.78——13.26
PMARBackbone=Swin UNETR, Protocol=ASFDA2026.0664.52——13.76
Core-setBackbone=Swin UNETR, Protocol=ASFDA2026.0664.24——13.82
RANDBackbone=U-Net, Protocol=ASFDA2026.0661.24——13.18
RANDBackbone=Swin UNETR, Protocol=ASFDA2026.0660.84——15.34
TT-SFUDABackbone=U-Net, Protocol=SFDA2026.0640.56——45.64
TT-SFUDABackbone=Swin UNETR, Protocol=SFDA2026.0638.35——48.55
FSMBackbone=U-Net, Protocol=SFDA2026.0636.63——49.27
DPLBackbone=U-Net, Protocol=SFDA2026.0635.51——50.34
FSMBackbone=Swin UNETR, Protocol=SFDA2026.0634.12——53.62
DPLBackbone=Swin UNETR, Protocol=SFDA2026.0633.83——55.34
Source OnlyBackbone=U-Net, Protocol=Lower Bound2026.068.35——70.34
Source OnlyBackbone=Swin UNETR, Protocol=Lower Bound2026.068.16——72.31