Node Classification on DBLP5 (F1)
72.69F1 ScoreDG-CoLearn
Evaluation results
| Method | Links | |
|---|---|---|
| DG-CoLearnGraph Partitioning Algorithm=CoLearnPartition2026.05 | 72.69 | |
| FedDGLModel Type=Baseline2026.05 | 72.43 | |
| DG-CoLearnGraph Partitioning Algorithm=Metis2026.05 | 71.31 | |
| FedProtoDynModel Type=Baseline2026.05 | 70.99 | |
| DG-CoLearnGraph Partitioning Algorithm=Louvain2026.05 | 70.79 | |
| FedSageDynModel Type=Baseline2026.05 | 68.56 | |
| DG-CoLearnGraph Partitioning Algorithm=Label-skew2026.05 | 68.52 | |
| D-FedGNNModel Type=Baseline2026.05 | 67.87 | |
| FedAvgDynModel Type=Baseline2026.05 | 67.33 |