ResearchBenchmarksNode Classification on Computers (dense) (Accuracy, Avg. Rank)Node Classification on Computers (dense) (Accuracy, Avg. Rank)Follow90.95AccuracyDCQ-GNN87.507688.401389.29590.1887Jun 23, 2026Evaluation resultsMethodMethodLinksAccuracyAverage RankDCQ-GNNSplit setting=denseSplit setting=dense2026.0690.952.5GCNIISplit setting=denseSplit setting=dense2026.0690.483.75GATSplit setting=denseSplit setting=dense2026.0690.256LHK-GNNSplit setting=denseSplit setting=dense2026.0690.124AutoSGNNSplit setting=denseSplit setting=dense2026.0690.064.5GCNSplit setting=denseSplit setting=dense2026.0688.87.5BernNetSplit setting=denseSplit setting=dense2026.0687.646