ResearchBenchmarksNode Classification on DBLP 2% labeling ratioFollow72.4AccuracySAGE+SM42.65650.37858.165.822Mar 2, 2026Evaluation ResultsMethodMethodLinksAccuracySAGE+SMratio(%)=2ratio(%)=22026.0372.4SAGE+IGratio(%)=2ratio(%)=22026.0369.4DCIratio(%)=2ratio(%)=22026.0347.1tsGCNratio(%)=2ratio(%)=22026.0344.6DLRGAEratio(%)=2ratio(%)=22026.0344.4SGCratio(%)=2ratio(%)=22026.0344.1SAGEratio(%)=2ratio(%)=22026.0343.8GATratio(%)=2ratio(%)=22026.0343.8GINratio(%)=2ratio(%)=22026.0343.8GCNratio(%)=2ratio(%)=22026.0343.8