Engagement Detection on Germany 2024 (test)
54.3F1 (weighted)non-FL bagging bootstrap
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| non-FL bagging bootstrapLearning Setting=Non-Federated, Model=Bagging Bootstrap2026.02 | 54.3 | 55.7 | 49.2 | |
| FedAdamLearning Setting=Federated, Model=bi-LSTM2026.02 | 53.7 | 53.8 | 54.3 | |
| non-FL bi-LSTMLearning Setting=Non-Federated, Model=bi-LSTM2026.02 | 52.7 | 52.5 | 53 | |
| MOONLearning Setting=Federated, Model=bi-LSTM2026.02 | 49.6 | 51.8 | 56 | |
| TurboSVMLearning Setting=Federated, Model=bi-LSTM2026.02 | 47.3 | 52.4 | 55.6 | |
| FedAvgLearning Setting=Federated, Model=bi-LSTM2026.02 | 43.6 | 48.4 | 53.3 | |
| FedAwSLearning Setting=Federated, Model=bi-LSTM2026.02 | 43.6 | 48.1 | 56.2 | |
| FedProxLearning Setting=Federated, Model=bi-LSTM2026.02 | 40.5 | 47.1 | 53.4 |