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Benchmarks
Node-level Anomaly Detection on Questions
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0.7392
AUROC
UniGAD
0.500416
0.562408
0.6244
0.686392
Nov 10, 2024
AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
UniGAD
Training Strategy=Mult...
2024.11
0.7392
GraphSAGE
Training Strategy=Sing...
2024.11
0.7247
PNA
Training Strategy=Sing...
2024.11
0.7178
GAT
Training Strategy=Sing...
2024.11
0.7138
UniGAD
Training Strategy=Mult...
2024.11
0.7097
SGC
Training Strategy=Sing...
2024.11
0.7059
BernNet
Training Strategy=Sing...
2024.11
0.7028
BWGNN
Training Strategy=Sing...
2024.11
0.7025
GCN
Training Strategy=Sing...
2024.11
0.7015
GIN
Training Strategy=Sing...
2024.11
0.6913
AMNet
Training Strategy=Sing...
2024.11
0.6863
All-in-One-U
Training Strategy=Mult...
2024.11
0.548
GraphPrompt-U
Training Strategy=Mult...
2024.11
0.5096
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