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Benchmarks
Node-level Anomaly Detection on T-Finance
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0.9649
AUROC
UniGAD
0.481508
0.607004
0.7325
0.857996
Nov 10, 2024
AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
UniGAD
Training Strategy=Mult...
2024.11
0.9649
BWGNN
Training Strategy=Sing...
2024.11
0.9603
UniGAD
Training Strategy=Mult...
2024.11
0.9568
AMNet
Training Strategy=Sing...
2024.11
0.9358
BernNet
Training Strategy=Sing...
2024.11
0.9237
GCN
Training Strategy=Sing...
2024.11
0.907
GAT
Training Strategy=Sing...
2024.11
0.906
GIN
Training Strategy=Sing...
2024.11
0.8643
GraphSAGE
Training Strategy=Sing...
2024.11
0.7816
SGC
Training Strategy=Sing...
2024.11
0.7421
PNA
Training Strategy=Sing...
2024.11
0.6817
GraphPrompt-U
Training Strategy=Mult...
2024.11
0.5001
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