Medical Image Segmentation on VSC (20% test)
77.67DICE ScoreFed Avg
Evaluation Results
| Method | Links | |
|---|---|---|
| Fed AvgTraining Setting=Federated, Aggregation Method=Vanilla Averaging2024.07 | 77.67 | |
| Cen AvgTraining Setting=Centralized, Aggregation Method=Vanilla Averaging2024.07 | 77.52 | |
| FUNAvgTraining Setting=Federated, Aggregation Method=Uncertainty Weighted Averaging2024.07 | 77.26 | |
| SameTraining Setting=Single-client, Evaluation Scenario=Intra-client2024.07 | 76.92 | |
| CUNAvgTraining Setting=Centralized, Aggregation Method=Uncertainty Weighted Averaging2024.07 | 74.51 | |
| OthersTraining Setting=Single-client, Evaluation Scenario=Inter-client2024.07 | 63.76 |