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ResearchFormerly WizWand

Medical Image Segmentation on ACDC

89.9DSCUniMatch
26.04442.62259.275.778Aug 21, 2022Mar 26, 2023Oct 30, 2023Jun 3, 2024Jan 7, 2025Aug 12, 2025Mar 18, 2026
Updated 6mo ago

Evaluation results

MethodLinks
UniMatchLabeled cases=72022.0889.9
UniMatchLabeled cases=32022.0888.9
IACSearch Stage=Stage III2024.0587
CNN & TransLabeled cases=72022.0886.4
UniMatchLabeled cases=12022.0885.4
U-Net++2024.0584
CPSLabeled cases=72022.0883.3
Baseline (U-Net)2024.0583
UA-MTLabeled cases=72022.0881.5
VL-DUN2026.0175.63
C2PModality=MRI, Reference Protocol=Zero-Ref, Zero-shot=true2026.0371.87
CNN & TransLabeled cases=32022.0865.6
DenoiSeg2026.0164.23
SpiderModality=MRI, Reference Protocol=64-Ref, Zero-shot=true2026.0363.26
SupBaselineLabeled cases=72022.0862.5
EM-DenoiSeg2026.0162.15
UA-MTLabeled cases=32022.0861
CPSLabeled cases=32022.0860.3
SR-ICLModality=MRI, Reference Protocol=Self-Ref, Zero-shot=true2026.0359.95
SupBaselineLabeled cases=32022.0841.5
nnUNetV2Modality=MRI, Reference Protocol=Zero-Ref, Zero-shot=true2026.0329.17
SupBaselineLabeled cases=12022.0828.5