Brain invasion identification on Collected Meningioma MRI dataset (test)
79.63SensitivityMMoE
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MMoEBackbone=ResNet342022.09 | 79.63 | 96.3 | 95.79 | 87.56 | 87.97 | 0.5529 | 33.29 | 94.25 | |
| EFMTBackbone=ResNet342022.09 | 75.93 | 97.07 | 96.42 | 85.55 | 86.5 | 0.5787 | 36.07 | 95.74 | |
| Task-Aware Contrastive LearningBackbone=ResNet342022.09 | 75.93 | 97.89 | 97.21 | 86.19 | 86.91 | 0.6252 | 41.57 | 97.87 | |
| MAMLBackbone=ResNet342022.09 | 74.07 | 98.24 | 97.5 | 85.29 | 86.16 | 0.6486 | 44.9 | 96.68 | |
| MFMTBackbone=ResNet342022.09 | 68.52 | 97.71 | 96.81 | 81.81 | 83.12 | 0.5691 | 35.58 | 95.27 |