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ResearchFormerly WizWand

Medical Image Segmentation on JHU T0 (test)

75.6Dice ScoreBaseline (nnUnet)
64.88867.66970.4573.231Apr 1, 2026
Updated 7mo ago

Evaluation results

MethodLinks
Baseline (nnUnet)Exp. num=Exp21, Mod. drop Type=-, 1-p=-, B0 status=Present2026.0475.6
Baseline (nnUnet)Exp. num=Exp21, Mod. drop Type=-, 1-p=-, B0 status=Absent2026.0475.6
ModDrop+Exp. num=Exp20, Mod. drop Type=ModDrop+, 1-p=0.8, B0 status=Present2026.0475.3
ModDrop+Exp. num=Exp20, Mod. drop Type=ModDrop+, 1-p=0.8, B0 status=Absent2026.0475.3
MultiUnetExp. num=Exp18, Mod. drop Type=MultiUnet, 1-p=0.8, B0 status=Present2026.0475.1
MultiUnetExp. num=Exp18, Mod. drop Type=MultiUnet, 1-p=0.8, B0 status=Absent2026.0475.1
MultiUnetExp. num=Exp12, Mod. drop Type=MultiUnet, 1-p=0.2, B0 status=Present2026.0475
MultiUnetExp. num=Exp12, Mod. drop Type=MultiUnet, 1-p=0.2, B0 status=Absent2026.0474.8
MultiUnetExp. num=Exp15, Mod. drop Type=MultiUnet, 1-p=0.5, B0 status=Present2026.0474.8
GradualExp. num=Exp16, Mod. drop Type=Gradual, 1-p=0.5, B0 status=Absent2026.0474.8
MultiUnetExp. num=Exp15, Mod. drop Type=MultiUnet, 1-p=0.5, B0 status=Absent2026.0474.7
GradualExp. num=Exp16, Mod. drop Type=Gradual, 1-p=0.5, B0 status=Present2026.0474.7
GradualExp. num=Exp13, Mod. drop Type=Gradual, 1-p=0.2, B0 status=Present2026.0474.4
ModDrop+Exp. num=Exp17, Mod. drop Type=ModDrop+, 1-p=0.5, B0 status=Present2026.0474.4
GradualExp. num=Exp13, Mod. drop Type=Gradual, 1-p=0.2, B0 status=Absent2026.0474.3
ModDrop+Exp. num=Exp17, Mod. drop Type=ModDrop+, 1-p=0.5, B0 status=Absent2026.0474.3
GradualExp. num=Exp19, Mod. drop Type=Gradual, 1-p=0.8, B0 status=Present2026.0474.3
GradualExp. num=Exp19, Mod. drop Type=Gradual, 1-p=0.8, B0 status=Absent2026.0474.3
ModDrop+Exp. num=Exp14, Mod. drop Type=ModDrop+, 1-p=0.2, B0 status=Present2026.0474
ModDrop+Exp. num=Exp14, Mod. drop Type=ModDrop+, 1-p=0.2, B0 status=Absent2026.0474
Baseline (nnUnet)Exp. num=Exp11, Mod. drop Type=-, 1-p=-, B0 status=Present2026.0473.1
Baseline (nnUnet)Exp. num=Exp11, Mod. drop Type=-, 1-p=-, B0 status=Absent2026.0472.3
BaselineExp. num.=Exp1, ADC Presence=Present2026.0472.2
GradualExp. num.=Exp3, 1-p=0.2, ADC Presence=Present2026.0472.1
ModDrop+Exp. num.=Exp10, 1-p=0.8, ADC Presence=Present2026.0471.5
MultiUnetExp. num.=Exp2, 1-p=0.2, ADC Presence=Present2026.0471.4
MultiUnetExp. num.=Exp5, 1-p=0.5, ADC Presence=Present2026.0471.4
GradualExp. num.=Exp6, 1-p=0.5, ADC Presence=Present2026.0471.3
GradualExp. num.=Exp9, 1-p=0.8, ADC Presence=Present2026.0471.2
ModDrop+Exp. num.=Exp10, 1-p=0.8, ADC Presence=Missing2026.0471.2
MultiUnetExp. num.=Exp5, 1-p=0.5, ADC Presence=Missing2026.0470.9
ModDrop+Exp. num.=Exp4, 1-p=0.2, ADC Presence=Present2026.0470.6
MultiUnetExp. num.=Exp8, 1-p=0.8, ADC Presence=Present2026.0470.6
FullExp. num.=Exp8, 1-p=0.8, ADC Presence=Missing2026.0470.6
ModDrop+Exp. num.=Exp4, 1-p=0.2, ADC Presence=Missing2026.0470.1
ModDrop+Exp. num.=Exp7, 1-p=0.5, ADC Presence=Present2026.0469.9
GradualExp. num.=Exp3, 1-p=0.2, ADC Presence=Missing2026.0469.8
MultiUnetExp. num.=Exp2, 1-p=0.2, ADC Presence=Missing2026.0469.5
ModDrop+Exp. num.=Exp7, 1-p=0.5, ADC Presence=Missing2026.0469.4
GradualExp. num.=Exp6, 1-p=0.5, ADC Presence=Missing2026.0469.2
GradualExp. num.=Exp9, 1-p=0.8, ADC Presence=Missing2026.0469.1
BaselineExp. num.=Exp1, ADC Presence=Missing2026.0465.3