Vestibular Schwannoma Segmentation on Vestibular Schwannoma (VS) dataset (test)
87.3DiceFully Supervised
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Fully SupervisedSupervision=Full, Annotation Budget=26 hours2021.07 | 87.3 | 6.8 | 84.7 | |
| InExtremIS (Simulated Extreme Points)Supervision=Weak, Constraint=Simulated Extreme Points2021.07 | 83.7 | 4.9 | 90 | |
| InExtremIS (Deep Geod. + Reg. Loss)Supervision=Weak, Constraint=Manual Extreme Points, Regularization Loss=Enabled2021.07 | 81.9 | 3.7 | 92.9 | |
| Deep GeodesicSupervision=Weak, Constraint=Manual Extreme Points2021.07 | 78.1 | 11.9 | 88.3 | |
| Fully SupervisedSupervision=Full, Annotation Budget=2 hours2021.07 | 70.1 | 8.9 | 86.1 | |
| Gradient + Euclidean GeodesicSupervision=Weak, Constraint=Extreme Points2021.07 | 68.4 | 65.3 | 62.9 | |
| Bounding Box ConstraintsSupervision=Weak, Constraint=Bounding Box2021.07 | 56 | 16.4 | 49.7 | |
| DeepCutSupervision=Weak, Constraint=Bounding Box2021.07 | 52.4 | 12.9 | 52.4 | |
| Gradient GeodesicSupervision=Weak, Constraint=Extreme Points2021.07 | 47.6 | 37.7 | 33.6 |