Engagement Detection on Colorado 2021 (test)
64.9F1 (weighted)FedAvg
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FedAvgLearning Setting=Federated, Model=bi-LSTM2026.02 | 64.9 | 63.8 | 63.5 | |
| FedAdamLearning Setting=Federated, Model=bi-LSTM2026.02 | 64.8 | 64.7 | 60.2 | |
| FedAwSLearning Setting=Federated, Model=bi-LSTM2026.02 | 62.7 | 61.3 | 63.3 | |
| FedProxLearning Setting=Federated, Model=bi-LSTM2026.02 | 59.2 | 59.7 | 59.6 | |
| MOONLearning Setting=Federated, Model=bi-LSTM2026.02 | 59.1 | 59.3 | 53.5 | |
| TurboSVMLearning Setting=Federated, Model=bi-LSTM2026.02 | 57.7 | 56.8 | 60.2 | |
| non-FL bagging bootstrapLearning Setting=Non-Federated, Model=Bagging Bootstrap2026.02 | 40.9 | 44.1 | 63 | |
| non-FL bi-LSTMLearning Setting=Non-Federated, Model=bi-LSTM2026.02 | 35.7 | 39.9 | 50.8 |