Binary Classification on Colorado
48.1F1 ScoreCentralized Learning
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Centralized LearningLearning Strategy=Centralized, Backbone=Bagging2026.02 | 48.1 | 25.8 | 33.2 | 88.6 | |
| FedAvgLearning Strategy=Federated, Backbone=bi-LSTM2026.02 | 46.2 | 23 | 41.1 | 53.9 | |
| FedAwSLearning Strategy=Federated, Backbone=bi-LSTM2026.02 | 46.2 | 23 | 38.9 | 58 | |
| TurboSVMLearning Strategy=Federated, Backbone=bi-LSTM2026.02 | 44.1 | 20 | 36.5 | 59.1 | |
| Centralized LearningLearning Strategy=Centralized, Backbone=bi-LSTM2026.02 | 43.9 | 19.7 | 30.4 | 81.1 | |
| FedProxLearning Strategy=Federated, Backbone=bi-LSTM2026.02 | 42.4 | 17.6 | 38.7 | 53.9 | |
| FedAdamLearning Strategy=Federated, Backbone=bi-LSTM2026.02 | 41.4 | 16.2 | 40.4 | 44.1 | |
| MOONLearning Strategy=Federated, Backbone=bi-LSTM2026.02 | 32.2 | 3 | 33.2 | 34.8 |