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Benchmarks
Edge-level Anomaly Detection on Weibo
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94.29
F1 Macro
UniGAD
44.6196
57.5148
70.41
83.3052
Nov 10, 2024
F1 Macro
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Macro
UniGAD
Backbone=GCN
2024.11
94.29
UniGAD
Backbone=BWG
2024.11
94.22
GCNE
Method Category=Edge-l...
2024.11
92.32
PNAE
Method Category=Edge-l...
2024.11
92.3
BernE
Method Category=Edge-l...
2024.11
92.15
BWE
Method Category=Edge-l...
2024.11
91.72
GINE
Method Category=Edge-l...
2024.11
91.54
GATE
Method Category=Edge-l...
2024.11
90.53
SAGEE
Method Category=Edge-l...
2024.11
89.59
AME
Method Category=Edge-l...
2024.11
87.04
SGCE
Method Category=Edge-l...
2024.11
86.7
All-in-One-U
Method Category=Multi-...
2024.11
48.65
GraphPrompt-U
Method Category=Multi-...
2024.11
46.53
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