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Benchmarks
Node Anomaly Detection on BM-MN (F1-macro)
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99.2
F1-macro
UniGAD
30.3104
48.1952
66.08
83.9648
Nov 10, 2024
F1-macro
Updated 4d ago
Evaluation Results
Method
Method
Links
F1-macro
UniGAD
Method Category=Multi-...
2024.11
99.2
UniGAD
Method Category=Multi-...
2024.11
87.91
BWGNN
Method Category=Node-l...
2024.11
82.48
GCN
Method Category=Node-l...
2024.11
68.25
GraphPrompt-U
Method Category=Multi-...
2024.11
36.95
BernNet
Method Category=Node-l...
2024.11
35.04
All-in-One-U
Method Category=Multi-...
2024.11
34.98
GIN
Method Category=Node-l...
2024.11
32.96
GraphSAGE
Method Category=Node-l...
2024.11
32.96
SGC
Method Category=Node-l...
2024.11
32.96
GAT
Method Category=Node-l...
2024.11
32.96
PNA
Method Category=Node-l...
2024.11
32.96
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