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Benchmarks
Edge-level Anomaly Detection on Tolokers
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0.7698
AUROC
GSAGEE
0.539128
0.599014
0.6589
0.718786
Nov 10, 2024
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
GSAGEE
Training Strategy=Sing...
2024.11
0.7698
BWE
Training Strategy=Sing...
2024.11
0.7566
PNAE
Training Strategy=Sing...
2024.11
0.7509
UniGAD
Training Strategy=Mult...
2024.11
0.7485
GCNE
Training Strategy=Sing...
2024.11
0.7359
BernE
Training Strategy=Sing...
2024.11
0.7339
UniGAD
Training Strategy=Mult...
2024.11
0.7289
AME
Training Strategy=Sing...
2024.11
0.7199
GATE
Training Strategy=Sing...
2024.11
0.7192
SGCE
Training Strategy=Sing...
2024.11
0.7059
GINE
Training Strategy=Sing...
2024.11
0.6927
GraphPrompt-U
Training Strategy=Mult...
2024.11
0.548
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