Federated Learning on HugaDB
89.2Mean F1 ScoreCurvFed
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CurvFedSeed=123452024.04 | 89.2 | 0.406 | 0.34 | |
| CurvFedSeed=1232024.04 | 88 | 0.406 | 1.84 | |
| FedAvgSeed=123452024.04 | 86.2 | 0.488 | 0 | |
| FedSRCVARSeed=123452024.04 | 85.7 | 0.39 | 0.34 | |
| FedSRCVARSeed=1232024.04 | 85.4 | 0.41 | 1.45 | |
| FedAvgSeed=1232024.04 | 85.2 | 0.478 | 0 | |
| FedSWASeed=1232024.04 | 82.7 | 0.439 | 0.53 | |
| FedSWASeed=123452024.04 | 82.5 | 0.379 | 0.23 | |
| KD-FedAvgSeed=123452024.04 | 79.6 | 0.374 | 0.01 | |
| FedSAMSeed=123452024.04 | 78.9 | 0.368 | 0.09 | |
| FedSAMSeed=1232024.04 | 78.7 | 0.438 | 0.07 | |
| KD-FedAvgSeed=1232024.04 | 76.2 | 0.424 | 0.08 |