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Table 5 ROC-AUC for anomalous link detection

From: NodeSim: node similarity based network embedding for diverse link prediction

Methods/Datasets German-Boys Disney Books Enron Anomaly Hep-ph Anomaly Astro-ph Anomaly DBLP Anomaly
DeepWalk 0.741 0.799 0.941 0.884 0.906 0.789 0.647
Node2Vec 0.635 0.793 0.941 0.884 0.905 0.800 0.658
NECS 0.864 0.768 0.796 0.877 0.800 * *
NodeSim 0.606 0.865 0.944 0.960 0.932 0.835 0.774