Language Modeling on Stack Overflow
29.79AccuracyHomogeneous (largest)
Evaluation Results
| Method | Links | |
|---|---|---|
| Homogeneous (largest)Method Category=Homogeneous, Model Capacity=largest2022.12 | 29.79 | |
| FedRolexMethod Category=PT-based2022.12 | 29.22 | |
| Homogeneous (smallest)Method Category=Homogeneous, Model Capacity=smallest2022.12 | 27.32 | |
| HeteroFLMethod Category=PT-based2022.12 | 27.21 | |
| Flow2022.11 | 26.64 | |
| FEDAVGFT2022.11 | 23.83 | |
| HYPCLUSTER2022.11 | 23.75 | |
| Federated DropoutMethod Category=PT-based2022.12 | 23.46 | |
| KNNPER2022.11 | 23.16 | |
| FEDAVG2022.11 | 23.15 | |
| APFL2022.11 | 22.96 | |
| LGFEDAVG2022.11 | 22.61 | |
| DITTO2022.11 | 22.59 | |
| FEDREP2022.11 | 18.92 | |
| LOCAL2022.11 | 15.93 |