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Benchmarks
Edge-level Anomaly Detection on Yelp
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63.57
F1 Macro
UniGAD
41.47
47.2075
52.945
58.6825
Nov 10, 2024
F1 Macro
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Macro
UniGAD
Backbone=BWG
2024.11
63.57
BernE
Method Category=Edge-l...
2024.11
59.76
BWE
Method Category=Edge-l...
2024.11
59.3
SAGEE
Method Category=Edge-l...
2024.11
57.87
AME
Method Category=Edge-l...
2024.11
57.09
UniGAD
Backbone=GCN
2024.11
56.76
GINE
Method Category=Edge-l...
2024.11
53.14
PNAE
Method Category=Edge-l...
2024.11
52.94
GATE
Method Category=Edge-l...
2024.11
49.99
All-in-One-U
Method Category=Multi-...
2024.11
46.29
SGCE
Method Category=Edge-l...
2024.11
45.13
GraphPrompt-U
Method Category=Multi-...
2024.11
42.94
GCNE
Method Category=Edge-l...
2024.11
42.32
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