Federated Learning on Stress sensing
80Mean F1 ScoreFedSAM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FedSAMSeed=1232024.04 | 80 | 0.321 | 0.56 | |
| CurvFedSeed=1232024.04 | 79.3 | 0.254 | 2.46 | |
| CurvFedSeed=123452024.04 | 79.3 | 0.261 | 3.12 | |
| FedAvgSeed=1232024.04 | 79 | 0.335 | 0 | |
| FedSAMSeed=123452024.04 | 77.9 | 0.334 | 0.84 | |
| KD-FedAvgSeed=123452024.04 | 77.3 | 0.278 | 2.39 | |
| FedSWASeed=123452024.04 | 76.4 | 0.314 | 1.23 | |
| FedAvgSeed=123452024.04 | 75.1 | 0.351 | 0 | |
| FedSWASeed=1232024.04 | 74.4 | 0.294 | 0.65 | |
| KD-FedAvgSeed=1232024.04 | 71.8 | 0.248 | 1.7 | |
| FedSRCVARSeed=1232024.04 | 69.5 | 0.241 | 1.61 | |
| FedSRCVARSeed=123452024.04 | 67.5 | 0.258 | 1.62 |