ResearchBenchmarksNode Classification on Tree-Cycle (Concept Completeness)Node Classification on Tree-Cycle (Concept Completeness)Follow95.68Concept CompletenessPure CGC48.432860.698972.96585.2311Apr 22, 2026Evaluation resultsMethodMethodLinksConcept CompletenessPure CGCEvaluation Layer=Final...Evaluation Layer=Final convolutional layer2026.0495.68CGCEvaluation Layer=Final...Evaluation Layer=Final convolutional layer2026.0492.26GCNEvaluation Layer=Final...Evaluation Layer=Final convolutional layer2026.0477.49GATEvaluation Layer=Final...Evaluation Layer=Final convolutional layer2026.0450.25