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Benchmarks
Node Anomaly Detection on Amazon semi-supervised
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84.4
AUPRC
XGB-Graph
27.0648
41.9499
56.835
71.7201
Jun 21, 2023
AUPRC
AUROC
Recall@K
Updated 4d ago
Evaluation Results
Method
Method
Links
AUPRC
AUROC
Recall@K
XGB-Graph
setting=semi-supervise...
2023.06
84.4
94.7
78.2
XGB-Graph
Number of runs=10
2023.06
84.38
94.68
78.17
MLP
setting=semi-supervise...
2023.06
83
92.2
79.3
BWGNN
Number of runs=10
2023.06
81.68
91.83
77.71
GAT
Number of runs=10
2023.06
81.57
92.44
77.07
RF-Graph
setting=semi-supervise...
2023.06
70.7
92.5
63.5
CARE-GNN
Number of runs=10
2023.06
58.95
86
59.12
RGCN
Number of runs=10
2023.06
41.07
84.17
45.57
HGT
Number of runs=10
2023.06
38.13
79.75
45.07
H2Detector
Number of runs=10
2023.06
29.27
71
32.61
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