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ResearchFormerly WizWand

Medical Image Segmentation on MATAR T0 (test)

78.8Dice ScoreMultiUnet
60.665.32570.0574.775Apr 1, 2026
Updated 7mo ago

Evaluation results

MethodLinks
MultiUnetExp. num.=Exp5, 1-p=0.5, ADC Presence=Present2026.0478.8
MultiUnetExp. num.=Exp5, 1-p=0.5, ADC Presence=Missing2026.0478.8
BaselineExp. num.=Exp1, ADC Presence=Present2026.0478.7
ModDrop+Exp. num.=Exp7, 1-p=0.5, ADC Presence=Present2026.0478.6
ModDrop+Exp. num.=Exp4, 1-p=0.2, ADC Presence=Present2026.0478.1
GradualExp. num.=Exp3, 1-p=0.2, ADC Presence=Present2026.0477.8
ModDrop+Exp. num.=Exp7, 1-p=0.5, ADC Presence=Missing2026.0477.8
MultiUnetExp. num=Exp15, Mod. drop Type=MultiUnet, 1-p=0.5, B0 status=Absent2026.0477.7
MultiUnetExp. num=Exp15, Mod. drop Type=MultiUnet, 1-p=0.5, B0 status=Present2026.0477.5
ModDrop+Exp. num.=Exp4, 1-p=0.2, ADC Presence=Missing2026.0477.4
GradualExp. num.=Exp9, 1-p=0.8, ADC Presence=Present2026.0477.1
MultiUnetExp. num.=Exp8, 1-p=0.8, ADC Presence=Present2026.0476.8
ModDrop+Exp. num.=Exp10, 1-p=0.8, ADC Presence=Present2026.0476.8
Baseline (nnUnet)Exp. num=Exp11, Mod. drop Type=-, 1-p=-, B0 status=Present2026.0476.8
ModDrop+Exp. num.=Exp10, 1-p=0.8, ADC Presence=Missing2026.0476.7
Baseline (nnUnet)Exp. num=Exp11, Mod. drop Type=-, 1-p=-, B0 status=Absent2026.0476.7
GradualExp. num=Exp16, Mod. drop Type=Gradual, 1-p=0.5, B0 status=Present2026.0476.6
MultiUnetExp. num=Exp12, Mod. drop Type=MultiUnet, 1-p=0.2, B0 status=Absent2026.0476.5
MultiUnetExp. num.=Exp2, 1-p=0.2, ADC Presence=Present2026.0476.4
FullExp. num.=Exp8, 1-p=0.8, ADC Presence=Missing2026.0476.4
GradualExp. num=Exp16, Mod. drop Type=Gradual, 1-p=0.5, B0 status=Absent2026.0476.3
ModDrop+Exp. num=Exp20, Mod. drop Type=ModDrop+, 1-p=0.8, B0 status=Present2026.0476.3
MultiUnetExp. num=Exp12, Mod. drop Type=MultiUnet, 1-p=0.2, B0 status=Present2026.0476.2
ModDrop+Exp. num=Exp17, Mod. drop Type=ModDrop+, 1-p=0.5, B0 status=Absent2026.0476.1
ModDrop+Exp. num=Exp20, Mod. drop Type=ModDrop+, 1-p=0.8, B0 status=Absent2026.0476.1
GradualExp. num.=Exp6, 1-p=0.5, ADC Presence=Present2026.0475.9
GradualExp. num=Exp13, Mod. drop Type=Gradual, 1-p=0.2, B0 status=Absent2026.0475.8
ModDrop+Exp. num=Exp17, Mod. drop Type=ModDrop+, 1-p=0.5, B0 status=Present2026.0475.8
GradualExp. num=Exp13, Mod. drop Type=Gradual, 1-p=0.2, B0 status=Present2026.0475.7
GradualExp. num.=Exp3, 1-p=0.2, ADC Presence=Missing2026.0475.4
Baseline (nnUnet)Exp. num=Exp21, Mod. drop Type=-, 1-p=-, B0 status=Present2026.0475.3
GradualExp. num.=Exp9, 1-p=0.8, ADC Presence=Missing2026.0475.2
GradualExp. num=Exp19, Mod. drop Type=Gradual, 1-p=0.8, B0 status=Absent2026.0475.2
MultiUnetExp. num.=Exp2, 1-p=0.2, ADC Presence=Missing2026.0475.1
GradualExp. num=Exp19, Mod. drop Type=Gradual, 1-p=0.8, B0 status=Present2026.0475
MultiUnetExp. num=Exp18, Mod. drop Type=MultiUnet, 1-p=0.8, B0 status=Present2026.0474.3
MultiUnetExp. num=Exp18, Mod. drop Type=MultiUnet, 1-p=0.8, B0 status=Absent2026.0474.1
GradualExp. num.=Exp6, 1-p=0.5, ADC Presence=Missing2026.0473.9
ModDrop+Exp. num=Exp14, Mod. drop Type=ModDrop+, 1-p=0.2, B0 status=Present2026.0473.3
ModDrop+Exp. num=Exp14, Mod. drop Type=ModDrop+, 1-p=0.2, B0 status=Absent2026.0473.2
Baseline (nnUnet)Exp. num=Exp21, Mod. drop Type=-, 1-p=-, B0 status=Absent2026.0468
BaselineExp. num.=Exp1, ADC Presence=Missing2026.0461.3