Medical Image Segmentation on JHU T0 (test)
75.6Dice ScoreBaseline (nnUnet)
Evaluation Results
| Method | Links | |
|---|---|---|
| Baseline (nnUnet)Exp. num=Exp21, Mod. drop Type=-, 1-p=-, B0 status=Present2026.04 | 75.6 | |
| Baseline (nnUnet)Exp. num=Exp21, Mod. drop Type=-, 1-p=-, B0 status=Absent2026.04 | 75.6 | |
| ModDrop+Exp. num=Exp20, Mod. drop Type=ModDrop+, 1-p=0.8, B0 status=Present2026.04 | 75.3 | |
| ModDrop+Exp. num=Exp20, Mod. drop Type=ModDrop+, 1-p=0.8, B0 status=Absent2026.04 | 75.3 | |
| MultiUnetExp. num=Exp18, Mod. drop Type=MultiUnet, 1-p=0.8, B0 status=Present2026.04 | 75.1 | |
| MultiUnetExp. num=Exp18, Mod. drop Type=MultiUnet, 1-p=0.8, B0 status=Absent2026.04 | 75.1 | |
| MultiUnetExp. num=Exp12, Mod. drop Type=MultiUnet, 1-p=0.2, B0 status=Present2026.04 | 75 | |
| MultiUnetExp. num=Exp12, Mod. drop Type=MultiUnet, 1-p=0.2, B0 status=Absent2026.04 | 74.8 | |
| MultiUnetExp. num=Exp15, Mod. drop Type=MultiUnet, 1-p=0.5, B0 status=Present2026.04 | 74.8 | |
| GradualExp. num=Exp16, Mod. drop Type=Gradual, 1-p=0.5, B0 status=Absent2026.04 | 74.8 | |
| MultiUnetExp. num=Exp15, Mod. drop Type=MultiUnet, 1-p=0.5, B0 status=Absent2026.04 | 74.7 | |
| GradualExp. num=Exp16, Mod. drop Type=Gradual, 1-p=0.5, B0 status=Present2026.04 | 74.7 | |
| GradualExp. num=Exp13, Mod. drop Type=Gradual, 1-p=0.2, B0 status=Present2026.04 | 74.4 | |
| ModDrop+Exp. num=Exp17, Mod. drop Type=ModDrop+, 1-p=0.5, B0 status=Present2026.04 | 74.4 | |
| GradualExp. num=Exp13, Mod. drop Type=Gradual, 1-p=0.2, B0 status=Absent2026.04 | 74.3 | |
| ModDrop+Exp. num=Exp17, Mod. drop Type=ModDrop+, 1-p=0.5, B0 status=Absent2026.04 | 74.3 | |
| GradualExp. num=Exp19, Mod. drop Type=Gradual, 1-p=0.8, B0 status=Present2026.04 | 74.3 | |
| GradualExp. num=Exp19, Mod. drop Type=Gradual, 1-p=0.8, B0 status=Absent2026.04 | 74.3 | |
| ModDrop+Exp. num=Exp14, Mod. drop Type=ModDrop+, 1-p=0.2, B0 status=Present2026.04 | 74 | |
| ModDrop+Exp. num=Exp14, Mod. drop Type=ModDrop+, 1-p=0.2, B0 status=Absent2026.04 | 74 | |
| Baseline (nnUnet)Exp. num=Exp11, Mod. drop Type=-, 1-p=-, B0 status=Present2026.04 | 73.1 | |
| Baseline (nnUnet)Exp. num=Exp11, Mod. drop Type=-, 1-p=-, B0 status=Absent2026.04 | 72.3 | |
| BaselineExp. num.=Exp1, ADC Presence=Present2026.04 | 72.2 | |
| GradualExp. num.=Exp3, 1-p=0.2, ADC Presence=Present2026.04 | 72.1 | |
| ModDrop+Exp. num.=Exp10, 1-p=0.8, ADC Presence=Present2026.04 | 71.5 | |
| MultiUnetExp. num.=Exp2, 1-p=0.2, ADC Presence=Present2026.04 | 71.4 | |
| MultiUnetExp. num.=Exp5, 1-p=0.5, ADC Presence=Present2026.04 | 71.4 | |
| GradualExp. num.=Exp6, 1-p=0.5, ADC Presence=Present2026.04 | 71.3 | |
| GradualExp. num.=Exp9, 1-p=0.8, ADC Presence=Present2026.04 | 71.2 | |
| ModDrop+Exp. num.=Exp10, 1-p=0.8, ADC Presence=Missing2026.04 | 71.2 | |
| MultiUnetExp. num.=Exp5, 1-p=0.5, ADC Presence=Missing2026.04 | 70.9 | |
| ModDrop+Exp. num.=Exp4, 1-p=0.2, ADC Presence=Present2026.04 | 70.6 | |
| MultiUnetExp. num.=Exp8, 1-p=0.8, ADC Presence=Present2026.04 | 70.6 | |
| FullExp. num.=Exp8, 1-p=0.8, ADC Presence=Missing2026.04 | 70.6 | |
| ModDrop+Exp. num.=Exp4, 1-p=0.2, ADC Presence=Missing2026.04 | 70.1 | |
| ModDrop+Exp. num.=Exp7, 1-p=0.5, ADC Presence=Present2026.04 | 69.9 | |
| GradualExp. num.=Exp3, 1-p=0.2, ADC Presence=Missing2026.04 | 69.8 | |
| MultiUnetExp. num.=Exp2, 1-p=0.2, ADC Presence=Missing2026.04 | 69.5 | |
| ModDrop+Exp. num.=Exp7, 1-p=0.5, ADC Presence=Missing2026.04 | 69.4 | |
| GradualExp. num.=Exp6, 1-p=0.5, ADC Presence=Missing2026.04 | 69.2 | |
| GradualExp. num.=Exp9, 1-p=0.8, ADC Presence=Missing2026.04 | 69.1 | |
| BaselineExp. num.=Exp1, ADC Presence=Missing2026.04 | 65.3 |