ResearchBenchmarksNode Classification on Photo (dense)Node Classification on Photo (dense)Follow95.74AccuracyGCNII93.545694.115394.68595.2547Jun 23, 2026Evaluation resultsMethodMethodLinksAccuracyAverage RankGCNIISplit setting=denseSplit setting=dense2026.0695.743.75DCQ-GNNSplit setting=denseSplit setting=dense2026.0695.412.5AutoSGNNSplit setting=denseSplit setting=dense2026.0695.124.5LHK-GNNSplit setting=denseSplit setting=dense2026.0695.14GATSplit setting=denseSplit setting=dense2026.0694.86GCNSplit setting=denseSplit setting=dense2026.0693.867.5BernNetSplit setting=denseSplit setting=dense2026.0693.636