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Graph-level Anomaly Detection on MOLECULES
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74.22
AUC
FedCIGAR
53.6176
58.9663
64.315
69.6637
May 10, 2026
AUC
F1-Score
Updated 22d ago
Evaluation Results
Method
Method
Links
AUC
F1-Score
FedCIGAR
Setting=multi-dataset
2026.05
74.22
69.52
LG-FGAD
Setting=multi-dataset
2026.05
70.84
65.72
Self-train
Setting=multi-dataset
2026.05
70.35
66.38
FGAD
Setting=multi-dataset
2026.05
62
60
GCFL
Setting=multi-dataset
2026.05
58.86
57.8
FedProx
Setting=multi-dataset
2026.05
57.93
55.91
FedStar
Setting=multi-dataset
2026.05
57.03
55.54
FedAvg
Setting=multi-dataset
2026.05
54.41
55.57
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