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Benchmarks
Graph-level Anomaly Detection on NCI1 (FPR95)
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61.25
FPR@95
OCGTL
59.7548
69.8474
79.94
90.0326
May 27, 2025
FPR@95
Updated 7d ago
Evaluation Results
Method
Method
Links
FPR@95
OCGTL
Category=GNN-based Dee...
2025.05
61.25
LGKDE
Category=GNN-based Dee...
2025.05
71.84
MUSE
Category=GNN-based Dee...
2025.05
77.23
PK-SVM
Category=Graph Kernel...
2025.05
78.07
WL-SVM
Category=Graph Kernel...
2025.05
78.51
UniFORM
Category=GNN-based Dee...
2025.05
80.67
SIGNET
Category=GNN-based Dee...
2025.05
80.98
CVTGAD
Category=GNN-based Dee...
2025.05
85.12
PK-iF
Category=Graph Kernel...
2025.05
96.41
WL-iF
Category=Graph Kernel...
2025.05
96.69
GLADC
Category=GNN-based Dee...
2025.05
96.81
GLocalKD
Category=GNN-based Dee...
2025.05
98.09
OCGIN
Category=GNN-based Dee...
2025.05
98.63
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