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Benchmarks
Edge-level Anomaly Detection on Amazon
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0.9218
AUROC
UniGAD
0.468672
0.586311
0.70395
0.821589
Nov 10, 2024
AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
UniGAD
Training Strategy=Mult...
2024.11
0.9218
BWE
Training Strategy=Sing...
2024.11
0.9161
GATE
Training Strategy=Sing...
2024.11
0.902
BernE
Training Strategy=Sing...
2024.11
0.896
AME
Training Strategy=Sing...
2024.11
0.8936
UniGAD
Training Strategy=Mult...
2024.11
0.8004
GINE
Training Strategy=Sing...
2024.11
0.7974
GSAGEE
Training Strategy=Sing...
2024.11
0.7892
GCNE
Training Strategy=Sing...
2024.11
0.7863
SGCE
Training Strategy=Sing...
2024.11
0.7641
PNAE
Training Strategy=Sing...
2024.11
0.7571
All-in-One-U
Training Strategy=Mult...
2024.11
0.5516
GraphPrompt-U
Training Strategy=Mult...
2024.11
0.4861
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