ResearchBenchmarksNode Classification on Wiki 2% labeling ratioFollow16.1AccuracySAGE12.56413.48214.415.318Mar 2, 2026Evaluation ResultsMethodMethodLinksAccuracySAGEratio(%)=2ratio(%)=22026.0316.1GATratio(%)=2ratio(%)=22026.0316.1GINratio(%)=2ratio(%)=22026.0316.1GCNratio(%)=2ratio(%)=22026.0316.1DLRGAEratio(%)=2ratio(%)=22026.0316.1tsGCNratio(%)=2ratio(%)=22026.0315.9SGCratio(%)=2ratio(%)=22026.0315.8DCIratio(%)=2ratio(%)=22026.0314.1SAGE+IGratio(%)=2ratio(%)=22026.0314.1SAGE+SMratio(%)=2ratio(%)=22026.0312.7