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Benchmarks
Node-level Anomaly Detection on Tolokers
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80.62
AUROC
UniGAD
55.1296
61.7473
68.365
74.9827
Nov 10, 2024
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
UniGAD
Training Strategy=Mult...
2024.11
80.62
BWGNN
Training Strategy=Sing...
2024.11
80.51
GraphSAGE
Training Strategy=Sing...
2024.11
79.74
GAT
Training Strategy=Sing...
2024.11
78.9
UniGAD
Training Strategy=Mult...
2024.11
77.26
BernNet
Training Strategy=Sing...
2024.11
76.68
AMNet
Training Strategy=Sing...
2024.11
76.67
PNA
Training Strategy=Sing...
2024.11
75.82
GCN
Training Strategy=Sing...
2024.11
75.21
GIN
Training Strategy=Sing...
2024.11
75.15
SGC
Training Strategy=Sing...
2024.11
69.51
GraphPrompt-U
Training Strategy=Mult...
2024.11
56.11
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