Medical Image Segmentation on CHSF T0 (test)
81Dice ScoreGradual
Evaluation results
| Method | Links | |
|---|---|---|
| GradualExp. num=Exp19, Mod. drop Type=Gradual, 1-p=0.8, B0 status=Present2026.04 | 81 | |
| GradualExp. num=Exp19, Mod. drop Type=Gradual, 1-p=0.8, B0 status=Absent2026.04 | 81 | |
| MultiUnetExp. num.=Exp2, 1-p=0.2, ADC Presence=Present2026.04 | 79.9 | |
| MultiUnetExp. num.=Exp2, 1-p=0.2, ADC Presence=Missing2026.04 | 79.7 | |
| BaselineExp. num.=Exp1, ADC Presence=Present2026.04 | 79.3 | |
| BaselineExp. num.=Exp1, ADC Presence=Missing2026.04 | 79.1 | |
| Baseline (nnUnet)Exp. num=Exp11, Mod. drop Type=-, 1-p=-, B0 status=Present2026.04 | 79 | |
| MultiUnetExp. num=Exp18, Mod. drop Type=MultiUnet, 1-p=0.8, B0 status=Present2026.04 | 79 | |
| MultiUnetExp. num=Exp18, Mod. drop Type=MultiUnet, 1-p=0.8, B0 status=Absent2026.04 | 79 | |
| GradualExp. num.=Exp9, 1-p=0.8, ADC Presence=Present2026.04 | 78.9 | |
| GradualExp. num=Exp13, Mod. drop Type=Gradual, 1-p=0.2, B0 status=Present2026.04 | 78.9 | |
| GradualExp. num=Exp13, Mod. drop Type=Gradual, 1-p=0.2, B0 status=Absent2026.04 | 78.9 | |
| MultiUnetExp. num=Exp15, Mod. drop Type=MultiUnet, 1-p=0.5, B0 status=Present2026.04 | 78.9 | |
| MultiUnetExp. num=Exp15, Mod. drop Type=MultiUnet, 1-p=0.5, B0 status=Absent2026.04 | 78.9 | |
| GradualExp. num.=Exp9, 1-p=0.8, ADC Presence=Missing2026.04 | 78.8 | |
| MultiUnetExp. num=Exp12, Mod. drop Type=MultiUnet, 1-p=0.2, B0 status=Absent2026.04 | 78.8 | |
| ModDrop+Exp. num=Exp20, Mod. drop Type=ModDrop+, 1-p=0.8, B0 status=Present2026.04 | 78.8 | |
| ModDrop+Exp. num=Exp20, Mod. drop Type=ModDrop+, 1-p=0.8, B0 status=Absent2026.04 | 78.8 | |
| GradualExp. num.=Exp3, 1-p=0.2, ADC Presence=Missing2026.04 | 78.7 | |
| ModDrop+Exp. num.=Exp4, 1-p=0.2, ADC Presence=Present2026.04 | 78.7 | |
| MultiUnetExp. num.=Exp8, 1-p=0.8, ADC Presence=Present2026.04 | 78.7 | |
| FullExp. num.=Exp8, 1-p=0.8, ADC Presence=Missing2026.04 | 78.7 | |
| Baseline (nnUnet)Exp. num=Exp11, Mod. drop Type=-, 1-p=-, B0 status=Absent2026.04 | 78.7 | |
| MultiUnetExp. num=Exp12, Mod. drop Type=MultiUnet, 1-p=0.2, B0 status=Present2026.04 | 78.7 | |
| ModDrop+Exp. num=Exp14, Mod. drop Type=ModDrop+, 1-p=0.2, B0 status=Present2026.04 | 78.7 | |
| ModDrop+Exp. num=Exp14, Mod. drop Type=ModDrop+, 1-p=0.2, B0 status=Absent2026.04 | 78.7 | |
| ModDrop+Exp. num.=Exp4, 1-p=0.2, ADC Presence=Missing2026.04 | 78.6 | |
| GradualExp. num=Exp16, Mod. drop Type=Gradual, 1-p=0.5, B0 status=Present2026.04 | 78.6 | |
| GradualExp. num=Exp16, Mod. drop Type=Gradual, 1-p=0.5, B0 status=Absent2026.04 | 78.6 | |
| ModDrop+Exp. num.=Exp7, 1-p=0.5, ADC Presence=Present2026.04 | 78.3 | |
| GradualExp. num.=Exp6, 1-p=0.5, ADC Presence=Present2026.04 | 78.1 | |
| GradualExp. num.=Exp6, 1-p=0.5, ADC Presence=Missing2026.04 | 78.1 | |
| MultiUnetExp. num.=Exp5, 1-p=0.5, ADC Presence=Present2026.04 | 77.9 | |
| ModDrop+Exp. num.=Exp7, 1-p=0.5, ADC Presence=Missing2026.04 | 77.9 | |
| ModDrop+Exp. num=Exp17, Mod. drop Type=ModDrop+, 1-p=0.5, B0 status=Present2026.04 | 77.9 | |
| ModDrop+Exp. num=Exp17, Mod. drop Type=ModDrop+, 1-p=0.5, B0 status=Absent2026.04 | 77.8 | |
| GradualExp. num.=Exp3, 1-p=0.2, ADC Presence=Present2026.04 | 77.6 | |
| MultiUnetExp. num.=Exp5, 1-p=0.5, ADC Presence=Missing2026.04 | 77.6 | |
| ModDrop+Exp. num.=Exp10, 1-p=0.8, ADC Presence=Present2026.04 | 77.5 | |
| Baseline (nnUnet)Exp. num=Exp21, Mod. drop Type=-, 1-p=-, B0 status=Absent2026.04 | 77.5 | |
| ModDrop+Exp. num.=Exp10, 1-p=0.8, ADC Presence=Missing2026.04 | 77.3 | |
| Baseline (nnUnet)Exp. num=Exp21, Mod. drop Type=-, 1-p=-, B0 status=Present2026.04 | 77.3 |