Federated Time-Series Representation Learning on CTSD DI
0.387MSEFeDaL
Evaluation Results
| Method | Links | |
|---|---|---|
| FeDaLComm. Param#=110.41 MB2025.08 | 0.387 | |
| FFTSComm. Param#=118.94 MB2025.08 | 0.416 | |
| FedPerComm. Param#=106.43 MB, Evaluation Protocol=personalized models after server averaging2025.08 | 0.43 | |
| FedRepComm. Param#=106.43 MB, Evaluation Protocol=personalized models after server averaging2025.08 | 0.43 | |
| FedProxComm. Param#=108.41 MB2025.08 | 0.444 | |
| StandaloneEvaluation Protocol=client-side evaluation without aggregation2025.08 | 0.447 | |
| FedAvgComm. Param#=108.41 MB2025.08 | 0.455 |