ResearchBenchmarksNode Classification on PubMed 2% labeling ratioFollow63.2AccuracySAGE+IG38.2444.7251.257.68Mar 2, 2026Evaluation ResultsMethodMethodLinksAccuracySAGE+IGratio(%)=2ratio(%)=22026.0363.2SAGE+SMratio(%)=2ratio(%)=22026.0361.8SGCratio(%)=2ratio(%)=22026.0358.4tsGCNratio(%)=2ratio(%)=22026.0354.9DCIratio(%)=2ratio(%)=22026.0352.3DLRGAEratio(%)=2ratio(%)=22026.0347.8GINratio(%)=2ratio(%)=22026.0340.6SAGEratio(%)=2ratio(%)=22026.0339.2GATratio(%)=2ratio(%)=22026.0339.2GCNratio(%)=2ratio(%)=22026.0339.2