Medical Image Segmentation on ISLES T0 (test)
76Dice ScoreMultiUnet
Evaluation Results
| Method | Links | |
|---|---|---|
| MultiUnetExp. num.=Exp5, 1-p=0.5, ADC Presence=Missing2026.04 | 76 | |
| MultiUnetExp. num.=Exp5, 1-p=0.5, ADC Presence=Present2026.04 | 75.9 | |
| ModDrop+Exp. num.=Exp10, 1-p=0.8, ADC Presence=Missing2026.04 | 75.4 | |
| FullExp. num.=Exp8, 1-p=0.8, ADC Presence=Missing2026.04 | 75.3 | |
| ModDrop+Exp. num.=Exp10, 1-p=0.8, ADC Presence=Present2026.04 | 75.3 | |
| ModDrop+Exp. num.=Exp4, 1-p=0.2, ADC Presence=Missing2026.04 | 75.1 | |
| MultiUnetExp. num.=Exp8, 1-p=0.8, ADC Presence=Present2026.04 | 75.1 | |
| GradualExp. num.=Exp3, 1-p=0.2, ADC Presence=Missing2026.04 | 74.9 | |
| ModDrop+Exp. num.=Exp4, 1-p=0.2, ADC Presence=Present2026.04 | 74.9 | |
| GradualExp. num.=Exp3, 1-p=0.2, ADC Presence=Present2026.04 | 74.8 | |
| ModDrop+Exp. num.=Exp7, 1-p=0.5, ADC Presence=Present2026.04 | 74.4 | |
| BaselineExp. num.=Exp1, ADC Presence=Present2026.04 | 73.9 | |
| ModDrop+Exp. num.=Exp7, 1-p=0.5, ADC Presence=Missing2026.04 | 73.6 | |
| GradualExp. num.=Exp9, 1-p=0.8, ADC Presence=Present2026.04 | 73.1 | |
| GradualExp. num.=Exp6, 1-p=0.5, ADC Presence=Present2026.04 | 73 | |
| GradualExp. num.=Exp9, 1-p=0.8, ADC Presence=Missing2026.04 | 72.9 | |
| MultiUnetExp. num.=Exp2, 1-p=0.2, ADC Presence=Missing2026.04 | 72.7 | |
| MultiUnetExp. num.=Exp2, 1-p=0.2, ADC Presence=Present2026.04 | 72 | |
| GradualExp. num.=Exp6, 1-p=0.5, ADC Presence=Missing2026.04 | 71.8 | |
| BaselineExp. num.=Exp1, ADC Presence=Missing2026.04 | 68.7 | |
| Baseline (nnUnet)Exp. num=Exp21, Mod. drop Type=-, 1-p=-, B0 status=Absent, Unseen ISLES status=✓2026.04 | 0.782 | |
| GradualExp. num=Exp19, Mod. drop Type=Gradual, 1-p=0.8, B0 status=Absent, Unseen ISLES status=✓2026.04 | 0.701 | |
| MultiUnetExp. num=Exp18, Mod. drop Type=MultiUnet, 1-p=0.8, B0 status=Absent, Unseen ISLES status=✓2026.04 | 0.682 | |
| MultiUnetExp. num=Exp12, Mod. drop Type=MultiUnet, 1-p=0.2, B0 status=Absent, Unseen ISLES status=✓2026.04 | 0.672 | |
| GradualExp. num=Exp16, Mod. drop Type=Gradual, 1-p=0.5, B0 status=Absent, Unseen ISLES status=✓2026.04 | 0.655 | |
| GradualExp. num=Exp13, Mod. drop Type=Gradual, 1-p=0.2, B0 status=Absent, Unseen ISLES status=✓2026.04 | 0.65 | |
| MultiUnetExp. num=Exp15, Mod. drop Type=MultiUnet, 1-p=0.5, B0 status=Absent, Unseen ISLES status=✓2026.04 | 0.637 | |
| ModDrop+Exp. num=Exp20, Mod. drop Type=ModDrop+, 1-p=0.8, B0 status=Absent, Unseen ISLES status=✓2026.04 | 0.635 | |
| ModDrop+Exp. num=Exp17, Mod. drop Type=ModDrop+, 1-p=0.5, B0 status=Absent, Unseen ISLES status=✓2026.04 | 0.63 | |
| Baseline (nnUnet)Exp. num=Exp11, Mod. drop Type=-, 1-p=-, B0 status=Absent, Unseen ISLES status=✓2026.04 | 0.622 | |
| ModDrop+Exp. num=Exp14, Mod. drop Type=ModDrop+, 1-p=0.2, B0 status=Absent, Unseen ISLES status=✓2026.04 | 0.617 |