Federated Learning on PERCEPT-R
79Mean F1 ScoreFedSWA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FedSWASeed=1232024.04 | 79 | 0.136 | 0.66 | |
| FedAvgSeed=1232024.04 | 78.2 | 0.134 | 0 | |
| FedSAMSeed=1232024.04 | 77.9 | 0.133 | 0.08 | |
| KD-FedAvgSeed=1232024.04 | 77.9 | 0.153 | 1.4 | |
| FedAvgSeed=422024.04 | 77.8 | 0.131 | 0 | |
| FedSWASeed=422024.04 | 77.7 | 0.131 | 0.02 | |
| FedSRCVARSeed=1232024.04 | 77.6 | 0.13 | 0.25 | |
| CurvFedSeed=422024.04 | 77.5 | 0.112 | 1.36 | |
| FedSRCVARSeed=422024.04 | 77.4 | 0.126 | 0.3 | |
| FedSAMSeed=422024.04 | 77.3 | 0.132 | 0.11 | |
| KD-FedAvgSeed=422024.04 | 77.2 | 0.124 | 0.45 | |
| CurvFedSeed=1232024.04 | 76.9 | 0.116 | 1.2 |