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ResearchFormerly WizWand

Node Anomaly Detection on BM-MS (F1-macro)

99.57F1-macroUniGAD
18.106839.255960.40581.5541Nov 10, 2024
Updated 8mo ago

Evaluation results

MethodLinks
UniGADMethod Category=Multi-task, Backbone=GCN2024.1199.57
UniGADMethod Category=Multi-task, Backbone=BWG2024.1183.79
GCNMethod Category=Node-level, Backbone=GCN2024.1177.77
BWGNNMethod Category=Node-level, Backbone=BWGNN2024.1175.22
BernNetMethod Category=Node-level, Backbone=BernNet2024.1151.71
GraphPrompt-UMethod Category=Multi-task2024.1137.46
SGCMethod Category=Node-level, Backbone=SGC2024.1124.33
GINMethod Category=Node-level, Backbone=GIN2024.1124.25
GraphSAGEMethod Category=Node-level, Backbone=GraphSAGE2024.1124.25
GATMethod Category=Node-level, Backbone=GAT2024.1124.25
PNAMethod Category=Node-level, Backbone=PNA2024.1124.25
All-in-One-UMethod Category=Multi-task2024.1121.24