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Benchmarks
Node-level Anomaly Detection on Weibo
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99.07
AUROC
UniGAD
47.5796
60.9473
74.315
87.6827
Nov 10, 2024
AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
UniGAD
Training Strategy=Mult...
2024.11
99.07
UniGAD
Training Strategy=Mult...
2024.11
99.02
GCN
Training Strategy=Sing...
2024.11
97.97
SGC
Training Strategy=Sing...
2024.11
97.71
PNA
Training Strategy=Sing...
2024.11
97.43
BWGNN
Training Strategy=Sing...
2024.11
97.42
GIN
Training Strategy=Sing...
2024.11
95.64
GraphSAGE
Training Strategy=Sing...
2024.11
94.45
GAT
Training Strategy=Sing...
2024.11
94.4
AMNet
Training Strategy=Sing...
2024.11
94.17
BernNet
Training Strategy=Sing...
2024.11
93.93
GraphPrompt-U
Training Strategy=Mult...
2024.11
55.29
All-in-One-U
Training Strategy=Mult...
2024.11
49.56
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