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ResearchFormerly WizWand

Node Anomaly Detection on T-Group (F1-macro)

68.69F1 MacroUniGAD
48.25453.559558.86564.1705Nov 10, 2024
Updated 8mo ago

Evaluation results

MethodLinks
UniGADMethod Category=Multi-task, Backbone=BWG2024.1168.69
UniGADMethod Category=Multi-task, Backbone=GCN2024.1164.98
BernNetMethod Category=Node-level, Backbone=BernNet2024.1152.84
BWGNNMethod Category=Node-level, Backbone=BWGNN2024.1151.81
GraphSAGEMethod Category=Node-level, Backbone=GraphSAGE2024.1150.77
GraphPrompt-UMethod Category=Multi-task2024.1150.77
GATMethod Category=Node-level, Backbone=GAT2024.1150.29
PNAMethod Category=Node-level, Backbone=PNA2024.1149.88
GCNMethod Category=Node-level, Backbone=GCN2024.1149.5
GINMethod Category=Node-level, Backbone=GIN2024.1149.24
SGCMethod Category=Node-level, Backbone=SGC2024.1149.04