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Graph Anomaly Detection on Tolokers 1% supervision (train)
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62.14
F1-macro
MHSA-GNN
50.856
53.7855
56.715
59.6445
Dec 25, 2025
F1-macro
AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
F1-macro
AUC
MHSA-GNN
Supervision Ratio=1%
2025.12
62.14
73.47
BWGNN
Supervision Ratio=1%,...
2025.12
62.1
72.17
DSGAD
Supervision Ratio=1%
2025.12
61.94
71.43
BWGNN
Supervision Ratio=1%,...
2025.12
61.88
71.15
ChebyNet
Supervision Ratio=1%
2025.12
56.87
69.73
PC-GNN
Supervision Ratio=1%
2025.12
53.63
67.91
CARE-GNN
Supervision Ratio=1%
2025.12
53.08
66.34
GIN
Supervision Ratio=1%
2025.12
52.81
65.31
GCN
Supervision Ratio=1%
2025.12
52.33
65.17
GAT
Supervision Ratio=1%
2025.12
51.29
62.09
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