Binary Classification on Korea
24.8F1 ScoreCentralized Learning
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Centralized LearningLearning Strategy=Centralized, Backbone=Bagging2026.02 | 24.8 | 9.5 | 31.4 | 28 | |
| Centralized LearningLearning Strategy=Centralized, Backbone=bi-LSTM2026.02 | 24.2 | 8.9 | 15.2 | 76 | |
| FedAwSLearning Strategy=Federated, Backbone=bi-LSTM2026.02 | 23 | 7.3 | 14.6 | 65.3 | |
| FedProxLearning Strategy=Federated, Backbone=bi-LSTM2026.02 | 22.5 | 6.7 | 13.1 | 82.7 | |
| FedAvgLearning Strategy=Federated, Backbone=bi-LSTM2026.02 | 22.1 | 6.3 | 13.4 | 69.3 | |
| TurboSVMLearning Strategy=Federated, Backbone=bi-LSTM2026.02 | 18.5 | 1.9 | 10.7 | 77.3 | |
| MOONLearning Strategy=Federated, Backbone=bi-LSTM2026.02 | 17.6 | 0.8 | 10.5 | 66.7 | |
| FedAdamLearning Strategy=Federated, Backbone=bi-LSTM2026.02 | 16.9 | 0 | 10.5 | 52 |