3D MRI Segmentation on BraTS 2024 (Overall)
75.23mDiceTeacher
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TeacherModel Role=Teacher2026.05 | 75.23 | 5.33 | 87.43 | |
| DCDModel Role=Student, Knowledge Distillation=DCD2026.05 | 68.51 | 6.25 | 81.34 | |
| IFVDModel Role=Student, Knowledge Distillation=IFVD2026.05 | 66.54 | 7.09 | 79.41 | |
| LogitsModel Role=Student, Knowledge Distillation=Logits2026.05 | 65.31 | 8.43 | 78.62 | |
| FeatureModel Role=Student, Knowledge Distillation=Feature2026.05 | 64.39 | 7.59 | 77.1 | |
| w/o KDModel Role=Student, Knowledge Distillation=None2026.05 | 63.6 | 7.84 | 76.78 | |
| CWDModel Role=Student, Knowledge Distillation=CWD2026.05 | 63.13 | 8.29 | 75.54 | |
| FreeKDModel Role=Student, Knowledge Distillation=FreeKD2026.05 | 62.16 | 8.91 | 74.75 |