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ResearchFormerly WizWand

Edge-level Anomaly Detection on Tolokers (F1-macro)

66.2F1-macroUniGAD
47.16852.10957.0561.991Nov 10, 2024
Updated 8mo ago

Evaluation results

MethodLinks
UniGADBackbone=BWG2024.1166.2
SAGEEMethod Category=Edge-level2024.1165.95
BWEMethod Category=Edge-level2024.1165.09
PNAEMethod Category=Edge-level2024.1164.98
UniGADBackbone=GCN2024.1164.55
GCNEMethod Category=Edge-level2024.1163.15
BernEMethod Category=Edge-level2024.1161.53
GATEMethod Category=Edge-level2024.1161.43
AMEMethod Category=Edge-level2024.1161.42
GINEMethod Category=Edge-level2024.1160.54
SGCEMethod Category=Edge-level2024.1156.5
GraphPrompt-UMethod Category=Multi-task2024.1148.34
All-in-One-UMethod Category=Multi-task2024.1147.9