Node Classification on Wiki (Accuracy, Improvement)
17.6AccuracySAGE+SM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SAGE+SMParadigm=BAED2026.03 | 17.6 | 9.3 | |
| SAGE+IGParadigm=BAED2026.03 | 17.2 | 9.3 | |
| HiDParadigm=Advanced GNNs2026.03 | 16.1 | — | |
| GPNParadigm=FSGL Models2026.03 | 15.8 | — | |
| SAGEParadigm=Traditional GNNs2026.03 | 15.7 | — | |
| GATParadigm=Traditional GNNs2026.03 | 15.2 | — | |
| GCNParadigm=Traditional GNNs2026.03 | 15.2 | — | |
| SGCParadigm=Advanced GNNs2026.03 | 15.2 | — | |
| DLRGAEParadigm=Advanced GNNs2026.03 | 15.2 | — | |
| tsGCNParadigm=FSGL Models2026.03 | 15.2 | — | |
| GINParadigm=Traditional GNNs2026.03 | 15.1 | — | |
| DCIParadigm=FSGL Models2026.03 | 13.9 | — |