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ResearchFormerly WizWand

Tumor Segmentation on TCGA-BRCA (target)

0.7008DSCSupervised (S + T)
0.368520.4547850.541050.627315Jun 30, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Supervised (S + T)Supervision=Source and target combined (Upper Bound)2025.060.700815.417911.6789
MuViAdaptation Protocol=Test-Time Adaptation2025.060.681115.916611.4565
MuViAblation Component=w/o consistency2025.060.674517.145112.8935
Supervised (T)Supervision=Target only (Upper Bound)2025.060.664822.416516.169
MEMOAdaptation Protocol=Test-Time Adaptation2025.060.643517.78713.2727
BNAdaptAdaptation Protocol=Test-Time Adaptation2025.060.641817.910213.3762
MuViAblation Component=w/o entropy-weighted labels2025.060.634122.741717.9036
3D UNet (IP)Patch Type=Isotropic patches, Model=3D UNet2025.060.625416.687712.5212
InTentAdaptation Protocol=Test-Time Adaptation2025.060.622818.872114.3614
3D UNet (AP)Patch Type=Anisotropic patches, Model=3D UNet2025.060.592516.270814.4209
PTNAdaptation Protocol=Test-Time Adaptation2025.060.518735.248526.5875
TentAdaptation Protocol=Test-Time Adaptation2025.060.518735.249226.5879
MuViAblation Component=w/o source BN statistics2025.060.381357.169152.2985