ResearchBenchmarksNode Classification on DBLP (3% labeling ratio)Follow80.3AccuracySAGE+IG41.92451.88761.8571.813Mar 2, 2026Evaluation ResultsMethodMethodLinksAccuracySAGE+IGratio(%)=3ratio(%)=32026.0380.3SAGE+SMratio(%)=3ratio(%)=32026.0370.3DCIratio(%)=3ratio(%)=32026.0345.3SGCratio(%)=3ratio(%)=32026.0344.7tsGCNratio(%)=3ratio(%)=32026.0344.7DLRGAEratio(%)=3ratio(%)=32026.0343.7SAGEratio(%)=3ratio(%)=32026.0343.4GATratio(%)=3ratio(%)=32026.0343.4GINratio(%)=3ratio(%)=32026.0343.4GCNratio(%)=3ratio(%)=32026.0343.4