Medical Image Segmentation on LiTS 20% (test)
95.21DICE ScoreSame
Evaluation results
| Method | Links | |
|---|---|---|
| SameTraining Setting=Single-client, Evaluation Scenario=Intra-client2024.07 | 95.21 | |
| FUNAvgTraining Setting=Federated, Aggregation Method=Uncertainty Weighted Averaging2024.07 | 93.06 | |
| Fed AvgTraining Setting=Federated, Aggregation Method=Vanilla Averaging2024.07 | 92.51 | |
| Cen AvgTraining Setting=Centralized, Aggregation Method=Vanilla Averaging2024.07 | 91.24 | |
| CUNAvgTraining Setting=Centralized, Aggregation Method=Uncertainty Weighted Averaging2024.07 | 87.95 | |
| OthersTraining Setting=Single-client, Evaluation Scenario=Inter-client2024.07 | 41.63 |