Node Classification on DBLP3
66.16F1 ScoreDG-CoLearn
Evaluation Results
| Method | Links | |
|---|---|---|
| DG-CoLearnGraph Partitioning Algorithm=CoLearnPartition2026.05 | 66.16 | |
| DG-CoLearnGraph Partitioning Algorithm=Louvain2026.05 | 63.96 | |
| DG-CoLearnGraph Partitioning Algorithm=Label-skew2026.05 | 63.68 | |
| DG-CoLearnGraph Partitioning Algorithm=Metis2026.05 | 59.66 | |
| FedDGLModel Type=Baseline2026.05 | 58.36 | |
| FedProtoDynModel Type=Baseline2026.05 | 56.48 | |
| FedSageDynModel Type=Baseline2026.05 | 54.39 | |
| FedAvgDynModel Type=Baseline2026.05 | 53.81 | |
| D-FedGNNModel Type=Baseline2026.05 | 51.88 |