ResearchBenchmarksNode Classification on PubMed 3% labeling ratioFollow66.3AccuracySAGE+SM38.11645.43352.7560.067Mar 2, 2026Evaluation ResultsMethodMethodLinksAccuracySAGE+SMratio(%)=3ratio(%)=32026.0366.3SAGE+IGratio(%)=3ratio(%)=32026.0366SGCratio(%)=3ratio(%)=32026.0360.2tsGCNratio(%)=3ratio(%)=32026.0358.1DCIratio(%)=3ratio(%)=32026.0357.6DLRGAEratio(%)=3ratio(%)=32026.0354GINratio(%)=3ratio(%)=32026.0343.5GATratio(%)=3ratio(%)=32026.0341.4SAGEratio(%)=3ratio(%)=32026.0339.2GCNratio(%)=3ratio(%)=32026.0339.2