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ResearchFormerly WizWand

Medical Image Segmentation on ISLES T0 (test)

76Dice ScoreMultiUnet
-2.3983217.9550938.308558.66191Apr 1, 2026
Updated 7mo ago

Evaluation results

MethodLinks
MultiUnetExp. num.=Exp5, 1-p=0.5, ADC Presence=Missing2026.0476
MultiUnetExp. num.=Exp5, 1-p=0.5, ADC Presence=Present2026.0475.9
ModDrop+Exp. num.=Exp10, 1-p=0.8, ADC Presence=Missing2026.0475.4
FullExp. num.=Exp8, 1-p=0.8, ADC Presence=Missing2026.0475.3
ModDrop+Exp. num.=Exp10, 1-p=0.8, ADC Presence=Present2026.0475.3
ModDrop+Exp. num.=Exp4, 1-p=0.2, ADC Presence=Missing2026.0475.1
MultiUnetExp. num.=Exp8, 1-p=0.8, ADC Presence=Present2026.0475.1
GradualExp. num.=Exp3, 1-p=0.2, ADC Presence=Missing2026.0474.9
ModDrop+Exp. num.=Exp4, 1-p=0.2, ADC Presence=Present2026.0474.9
GradualExp. num.=Exp3, 1-p=0.2, ADC Presence=Present2026.0474.8
ModDrop+Exp. num.=Exp7, 1-p=0.5, ADC Presence=Present2026.0474.4
BaselineExp. num.=Exp1, ADC Presence=Present2026.0473.9
ModDrop+Exp. num.=Exp7, 1-p=0.5, ADC Presence=Missing2026.0473.6
GradualExp. num.=Exp9, 1-p=0.8, ADC Presence=Present2026.0473.1
GradualExp. num.=Exp6, 1-p=0.5, ADC Presence=Present2026.0473
GradualExp. num.=Exp9, 1-p=0.8, ADC Presence=Missing2026.0472.9
MultiUnetExp. num.=Exp2, 1-p=0.2, ADC Presence=Missing2026.0472.7
MultiUnetExp. num.=Exp2, 1-p=0.2, ADC Presence=Present2026.0472
GradualExp. num.=Exp6, 1-p=0.5, ADC Presence=Missing2026.0471.8
BaselineExp. num.=Exp1, ADC Presence=Missing2026.0468.7
Baseline (nnUnet)Exp. num=Exp21, Mod. drop Type=-, 1-p=-, B0 status=Absent, Unseen ISLES status=✓2026.040.782
GradualExp. num=Exp19, Mod. drop Type=Gradual, 1-p=0.8, B0 status=Absent, Unseen ISLES status=✓2026.040.701
MultiUnetExp. num=Exp18, Mod. drop Type=MultiUnet, 1-p=0.8, B0 status=Absent, Unseen ISLES status=✓2026.040.682
MultiUnetExp. num=Exp12, Mod. drop Type=MultiUnet, 1-p=0.2, B0 status=Absent, Unseen ISLES status=✓2026.040.672
GradualExp. num=Exp16, Mod. drop Type=Gradual, 1-p=0.5, B0 status=Absent, Unseen ISLES status=✓2026.040.655
GradualExp. num=Exp13, Mod. drop Type=Gradual, 1-p=0.2, B0 status=Absent, Unseen ISLES status=✓2026.040.65
MultiUnetExp. num=Exp15, Mod. drop Type=MultiUnet, 1-p=0.5, B0 status=Absent, Unseen ISLES status=✓2026.040.637
ModDrop+Exp. num=Exp20, Mod. drop Type=ModDrop+, 1-p=0.8, B0 status=Absent, Unseen ISLES status=✓2026.040.635
ModDrop+Exp. num=Exp17, Mod. drop Type=ModDrop+, 1-p=0.5, B0 status=Absent, Unseen ISLES status=✓2026.040.63
Baseline (nnUnet)Exp. num=Exp11, Mod. drop Type=-, 1-p=-, B0 status=Absent, Unseen ISLES status=✓2026.040.622
ModDrop+Exp. num=Exp14, Mod. drop Type=ModDrop+, 1-p=0.2, B0 status=Absent, Unseen ISLES status=✓2026.040.617