ResearchBenchmarksNode Classification on Twitter HOMO (50%/25%/25%)Follow78.12AccuracyBHyGNN+73.356874.593475.8377.0666Feb 16, 2026Evaluation ResultsMethodMethodLinksAccuracyBHyGNN+split=50%/25%/25%split=50%/25%/25%2026.0278.12BHyGNNsplit=50%/25%/25%split=50%/25%/25%2026.0277.76HyperGCLsplit=50%/25%/25%split=50%/25%/25%2026.0275.73ED-HNNsplit=50%/25%/25%split=50%/25%/25%2026.0275.1HyGCL-ADTsplit=50%/25%/25%split=50%/25%/25%2026.0274.02AllSetsplit=50%/25%/25%split=50%/25%/25%2026.0273.62HyperBoysplit=50%/25%/25%split=50%/25%/25%2026.0273.54