Node classification on Cora (Accuracy, Improvement)
51.8AccuracySAGE+SM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SAGE+SMParadigm=BAED2026.03 | 51.8 | 66.5 | |
| SAGE+IGParadigm=BAED2026.03 | 51.5 | 66.5 | |
| GCNParadigm=Traditional GNNs2026.03 | 31.1 | — | |
| GATParadigm=Traditional GNNs2026.03 | 30.7 | — | |
| SAGEParadigm=Traditional GNNs2026.03 | 30.1 | — | |
| SGCParadigm=Advanced GNNs2026.03 | 30.1 | — | |
| DLRGAEParadigm=Advanced GNNs2026.03 | 30.1 | — | |
| HiDParadigm=Advanced GNNs2026.03 | 30 | — | |
| tsGCNParadigm=FSGL Models2026.03 | 29.6 | — | |
| GINParadigm=Traditional GNNs2026.03 | 26.9 | — | |
| GPNParadigm=FSGL Models2026.03 | 25.1 | — | |
| DCIParadigm=FSGL Models2026.03 | 23.8 | — |