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Benchmarks
Node-level Anomaly Detection on T-Finance (F1-macro)
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89.75
F1 Macro
UniGAD
25.2076
41.9638
58.72
75.4762
Nov 10, 2024
F1 Macro
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Macro
UniGAD
Backbone=BWG
2024.11
89.75
UniGAD
Backbone=GCN
2024.11
84.92
BWGNN
Method Category=Node-l...
2024.11
80.57
GIN
Method Category=Node-l...
2024.11
76.81
AMNet
Method Category=Node-l...
2024.11
74.31
GCN
Method Category=Node-l...
2024.11
70.61
BernNet
Method Category=Node-l...
2024.11
70.52
GAT
Method Category=Node-l...
2024.11
69.11
GraphSAGE
Method Category=Node-l...
2024.11
62.63
SGC
Method Category=Node-l...
2024.11
56.69
PNA
Method Category=Node-l...
2024.11
27.69
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