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Benchmarks
Node Anomaly Detection on BM-MS (F1-macro)
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99.57
F1-macro
UniGAD
18.1068
39.2559
60.405
81.5541
Nov 10, 2024
F1-macro
Updated 4d ago
Evaluation Results
Method
Method
Links
F1-macro
UniGAD
Method Category=Multi-...
2024.11
99.57
UniGAD
Method Category=Multi-...
2024.11
83.79
GCN
Method Category=Node-l...
2024.11
77.77
BWGNN
Method Category=Node-l...
2024.11
75.22
BernNet
Method Category=Node-l...
2024.11
51.71
GraphPrompt-U
Method Category=Multi-...
2024.11
37.46
SGC
Method Category=Node-l...
2024.11
24.33
GIN
Method Category=Node-l...
2024.11
24.25
GraphSAGE
Method Category=Node-l...
2024.11
24.25
GAT
Method Category=Node-l...
2024.11
24.25
PNA
Method Category=Node-l...
2024.11
24.25
All-in-One-U
Method Category=Multi-...
2024.11
21.24
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