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ResearchFormerly WizWand

Graph Anomaly Detection on Elliptic 40% supervision (train)

93.15F1 MacroBWGNN
67.35874.05480.7587.446Dec 25, 2025
Updated 8mo ago

Evaluation results

MethodLinks
BWGNNSupervision Ratio=40%, Graph Type=Homogeneous2025.1293.1597.42
BWGNNSupervision Ratio=40%, Graph Type=Heterogeneous2025.1293.0997.32
MHSA-GNNSupervision Ratio=40%2025.1292.6397.55
DSGADSupervision Ratio=40%2025.1292.0897.18
PC-GNNSupervision Ratio=40%2025.1284.1294.56
CARE-GNNSupervision Ratio=40%2025.1282.9593.29
ChebyNetSupervision Ratio=40%2025.1281.3391.22
GINSupervision Ratio=40%2025.1277.8288.64
GCNSupervision Ratio=40%2025.1274.5985.29
GATSupervision Ratio=40%2025.1268.3579.18