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Benchmarks
Node Anomaly Detection on MNIST 1 (AUROC)
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0.9999
AUROC
GraphSAGE
0.804068
0.854909
0.90575
0.956591
Nov 10, 2024
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
GraphSAGE
Method Category=Node-l...
2024.11
0.9999
GAT
Method Category=Node-l...
2024.11
0.9999
BernNet
Method Category=Node-l...
2024.11
0.9999
BWGNN
Method Category=Node-l...
2024.11
0.9999
UniGAD
Method Category=Unifie...
2024.11
0.9999
PNA
Method Category=Node-l...
2024.11
0.9987
UniGAD
Method Category=Unifie...
2024.11
0.9811
GCN
Method Category=Node-l...
2024.11
0.9384
GIN
Method Category=Node-l...
2024.11
0.9349
SGC
Method Category=Node-l...
2024.11
0.8697
GraphPrompt-U
Method Category=Multi-...
2024.11
0.8116
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