Left Atrial MRI Segmentation on Multi-center LA MRI Task 2 (Site-specific)
77.5Dice Score (Center A)FedRep
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FedRepMethod Category=Personalized Methods2022.06 | 77.5 | 76.4 | 76.9 | 83.3 | 78.8 | |
| Decoupled PredictionsMethod Category=Personalized Methods2022.06 | 77.2 | 79.3 | 87.4 | 87.3 | 83.6 | |
| DittoMethod Category=Personalized Methods2022.06 | 76.2 | 78.6 | 76.3 | 81 | 78.1 | |
| FedProxMethod Category=Global Methods2022.06 | 75 | 74 | 85.1 | 85 | 80.7 | |
| SwarmMethod Category=Global Methods2022.06 | 74.9 | 73.9 | 83.9 | 82.3 | 79.5 | |
| FedCurvMethod Category=Global Methods2022.06 | 72.9 | 75.8 | 83.7 | 82.4 | 79.4 | |
| SingleMethod Category=Local-only2022.06 | 69.3 | 79.1 | 70.8 | 76.8 | 74 |