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Benchmarks
Node Anomaly Detection on T-Group
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0.9619
AUROC
UniGAD
0.454484
0.586217
0.71795
0.849683
Nov 10, 2024
AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
UniGAD
Method Category=Unifie...
2024.11
0.9619
UniGAD
Method Category=Unifie...
2024.11
0.9557
BWGNN
Method Category=Node-l...
2024.11
0.9481
BernNet
Method Category=Node-l...
2024.11
0.9385
GCN
Method Category=Node-l...
2024.11
0.9181
SGC
Method Category=Node-l...
2024.11
0.8255
GAT
Method Category=Node-l...
2024.11
0.7817
GraphSAGE
Method Category=Node-l...
2024.11
0.6415
GIN
Method Category=Node-l...
2024.11
0.6151
PNA
Method Category=Node-l...
2024.11
0.5566
GraphPrompt-U
Method Category=Multi-...
2024.11
0.474
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