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Benchmarks
Node Anomaly Detection on Yelp (semi-supervised)
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68.69
AUPRC
CARE-GNN
20.3716
32.9158
45.46
58.0042
Jun 21, 2023
AUPRC
AUROC
Recall@K
Updated 4d ago
Evaluation Results
Method
Method
Links
AUPRC
AUROC
Recall@K
CARE-GNN
Number of runs=10
2023.06
68.69
91.19
65.35
HGT
Number of runs=10
2023.06
28.49
72.83
31.59
RGCN
Number of runs=10
2023.06
26.46
72.2
28.54
GAT
Number of runs=10
2023.06
25.03
65.56
28.08
XGB-Graph
Number of runs=10
2023.06
24.84
64.03
26.81
XGB-Graph
setting=semi-supervise...
2023.06
24.8
64
26.8
BWGNN
Number of runs=10
2023.06
23.66
64.3
26.44
MLP
setting=semi-supervise...
2023.06
23.6
64.7
26.5
RF-Graph
setting=semi-supervise...
2023.06
23.6
61.6
24.3
H2Detector
Number of runs=10
2023.06
22.23
67.28
24.08
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