Node Classification on PubMed (Accuracy, Improvement)
50.7AccuracySAGE+SM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SAGE+SMParadigm=BAED2026.03 | 50.7 | 3 | |
| tsGCNParadigm=FSGL Models2026.03 | 49.2 | — | |
| SAGE+IGParadigm=BAED2026.03 | 48.7 | 3 | |
| HiDParadigm=Advanced GNNs2026.03 | 48.4 | — | |
| DCIParadigm=FSGL Models2026.03 | 45.9 | — | |
| GPNParadigm=FSGL Models2026.03 | 42.9 | — | |
| SGCParadigm=Advanced GNNs2026.03 | 41 | — | |
| SAGEParadigm=Traditional GNNs2026.03 | 40 | — | |
| DLRGAEParadigm=Advanced GNNs2026.03 | 39.9 | — | |
| GCNParadigm=Traditional GNNs2026.03 | 39.6 | — | |
| GATParadigm=Traditional GNNs2026.03 | 39.3 | — | |
| GINParadigm=Traditional GNNs2026.03 | 39.2 | — |