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ResearchFormerly WizWand

Medical Image Segmentation on Spleen (N=34) (train)

97.5Mean DiceFull Sup.
83.4687.10590.7594.395Jun 18, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Full Sup.Budget (%)=100%, Absolute count (B)=342026.0697.5
RandomBudget (%)=40%, Absolute count (B)=142026.0697.2
CSAL-3DBudget (%)=40%, Absolute count (B)=142026.0696.9
CSCSBudget (%)=40%, Absolute count (B)=142026.0696.9
TypiClustBudget (%)=40%, Absolute count (B)=142026.0696.8
FPSBudget (%)=40%, Absolute count (B)=142026.0696.4
CSCSBudget (%)=30%, Absolute count (B)=102026.0695.7
CSAL-3DBudget (%)=30%, Absolute count (B)=102026.0695.6
ProbCoverBudget (%)=40%, Absolute count (B)=142026.0695.2
RandomBudget (%)=30%, Absolute count (B)=102026.0693.3
CSCSBudget (%)=20%, Absolute count (B)=72026.0692.5
ProbCoverBudget (%)=30%, Absolute count (B)=102026.0692.2
TypiClustBudget (%)=20%, Absolute count (B)=72026.0692.1
TypiClustBudget (%)=30%, Absolute count (B)=102026.0690.7
CSAL-3DBudget (%)=20%, Absolute count (B)=72026.0689.8
FPSBudget (%)=20%, Absolute count (B)=72026.0689.4
FPSBudget (%)=30%, Absolute count (B)=102026.0689
ProbCoverBudget (%)=20%, Absolute count (B)=72026.0686.8
RandomBudget (%)=20%, Absolute count (B)=72026.0684