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Benchmarks
Node Anomaly Detection on BM-MS (AUPRC)
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99.91
AUPRC
UniGAD - GCN
23.1996
43.1148
63.03
82.9452
Nov 10, 2024
AUPRC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUPRC
UniGAD - GCN
Task-level=UniGAD (Ours)
2024.11
99.91
UniGAD - BWG
Task-level=UniGAD (Ours)
2024.11
85.81
GCN
Task-level=Node-level
2024.11
78.23
BWGNN
Task-level=Node-level
2024.11
70.1
GAT
Task-level=Node-level
2024.11
40.83
BernNet
Task-level=Node-level
2024.11
38.34
PNA
Task-level=Node-level
2024.11
38.32
All-in-One-U
Task-level=Multi-task
2024.11
35.75
GIN
Task-level=Node-level
2024.11
32.44
GraphSAGE
Task-level=Node-level
2024.11
32.01
SGC
Task-level=Node-level
2024.11
31.24
GraphPrompt-U
Task-level=Multi-task
2024.11
26.15
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