List your company
ResearchFormerly WizWand

Optic Disc Segmentation on Refuge

98DSCMedSAM
33.561650.290867.0283.7492Aug 15, 2025Sep 12, 2025Oct 10, 2025Nov 7, 2025Dec 5, 2025Jan 2, 2026Jan 31, 2026
Updated 6mo ago

Evaluation results

MethodLinks
MedSAM2026.019896.15.21
RetSAMEvaluation Protocol=Finetune2026.0196.793.83.27
nnU-NetAug=-2025.0895.85——
SAM22026.0195.891.910.89
MedSAM22026.0195.591.410.98
SAM32026.0195.591.222.96
SAM2-UNet2026.0195.190.746.7
RetFound2026.0194.489.618.74
RetSAMEvaluation Protocol=Linear2026.0194.1895.41
TransUNetAug=Designed2025.0893.76——
DUNetAug=Spatial2025.0893.63——
FunduSegmenterAug=Designed2025.0893.61——
FunduSegmenterAug=None2025.0892.94——
FunduSegmenterAug=Spatial2025.0892.91——
DUNetAug=Designed2025.0892.63——
TransUNetAug=Spatial2025.0891.94——
TransUNetAug=None2025.0890.73——
FunduSegmenterAug=Spatial, Best step=3,9682025.0889.39——
DUNetAug=None2025.0889.32——
FunduSegmenterAug=Designed, Best step=8362025.0888.64——
FunduSegmenterAug=None, Best step=3982025.0888.02——
TransUNetAug=Designed, Best step=6222025.0887.4——
TransUNetAug=Spatial, Best step=4782025.0887.05——
Med-SAM-Adapter2026.0180.670.638.38
TransUNetAug=None, Best step=1,2922025.0875.74——
DUNetAug=Designed, Best step=2,6002025.0871.38——
nnU-NetAug=-, Best step=-2025.0851.4——
DUNetAug=Spatial, Best step=2,4482025.0846.92——
DUNetAug=None, Best step=1,8622025.0836.04——
CADAApproach=UDA, Params=9.7M2025.12—90.44—
CFEAApproach=UDA, Params=N/A2025.12—88.96—
EO-ProtoSeg 10sApproach=FWS, Params=1.9M, Shots=10, Regions Density=0.502025.12—88.18—
EO-ProtoSeg 1sApproach=FWS, Params=1.9M, Shots=1, Regions Density=0.252025.12—88.15—
EO-ProtoSeg 5sApproach=FWS, Params=1.9M, Shots=5, Regions Density=0.252025.12—88.18—
EO-ProtoSeg bestApproach=FWS, Params=1.9M, Selection=best2025.12—88.21—
IOSUDAApproach=UDA, Params=42.8M2025.12—91.04—
MERUApproach=FSS, Params=N/A2025.12—83.92—
pOSALApproach=UDA, Params=5.8M2025.12—90.83—
SIFAApproach=UDA, Params=43.3M2025.12—85.69—