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Benchmarks
Node Anomaly Detection on Amazon Fully-Supervised
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98.69
AUROC
XGB-Graph
77.8588
83.2669
88.675
94.0831
Jun 21, 2023
AUROC
AUPRC
Recall@K
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
AUPRC
Recall@K
XGB-Graph
Number of runs=10
2023.06
98.69
92.61
85.87
BWGNN
Number of runs=10
2023.06
97.95
89.09
85
GAT
Number of runs=10
2023.06
96.66
86.67
83.1
RGCN
Number of runs=10
2023.06
92.03
67.97
65.49
CARE-GNN
Number of runs=10
2023.06
90.84
72.64
67.72
HGT
Number of runs=10
2023.06
89.64
71.46
70.22
H2Detector
Number of runs=10
2023.06
78.66
39.95
44.35
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