Medical Image Segmentation on FeTS 2022
0.1415Dice Coefficient (DC)FedAvg
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedAvg2025.06 | 0.1415 | 8.48 | |
| FedProx2025.06 | 0.1414 | 8.55 | |
| FedOpt2025.06 | 0.1414 | 8.54 | |
| FedRef2025.06 | 0.1414 | 8.18 | |
| FedAvgClient-side Computation=Local training, Communication=Model param, Server-side Computation=Aggregation2025.06 | -0.2199 | -19.889 | |
| FedProxClient-side Computation=Local training, Proximal term, Communication=Model param, Server-side Computation=Aggregation2025.06 | -0.2321 | -18.1453 | |
| FedOptClient-side Computation=Local training, Proximal term, Communication=Model param, Proximal term, Server-side Computation=Aggregation, Model optimization2025.06 | -0.2661 | -20.0005 | |
| FedRefClient-side Computation=Local training, Communication=Model param, Cost value, Server-side Computation=Aggregation, Bayesian fine-tuning2025.06 | -0.2863 | -31.3961 |