ResearchBenchmarksNode Classification on Congress 1.0 (10%/10%/80%)Follow93.16AccuracyBHyGNN+87.789.117590.53591.9525Feb 16, 2026Evaluation ResultsMethodMethodLinksAccuracyBHyGNN+Data Split=10%/10%/80%Data Split=10%/10%/80%2026.0293.16BHyGNNData Split=10%/10%/80%Data Split=10%/10%/80%2026.0290.23HyperGCLData Split=10%/10%/80%Data Split=10%/10%/80%2026.0290.2HyGCL-ADTData Split=10%/10%/80%Data Split=10%/10%/80%2026.0289.37ED-HNNData Split=10%/10%/80%Data Split=10%/10%/80%2026.0289.17HyperBoyData Split=10%/10%/80%Data Split=10%/10%/80%2026.0288.39AllSetData Split=10%/10%/80%Data Split=10%/10%/80%2026.0287.91