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Graph-level Anomaly Detection on BIOCHEM
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0.722
AUC
FedCIGAR
0.449936
0.520568
0.5912
0.661832
May 10, 2026
AUC
F1-Score
Updated 22d ago
Evaluation Results
Method
Method
Links
AUC
F1-Score
FedCIGAR
Setting=multi-dataset
2026.05
0.722
0.6503
Self-train
Setting=multi-dataset
2026.05
0.683
0.6167
LG-FGAD
Setting=multi-dataset
2026.05
0.6798
0.6152
FGAD
Setting=multi-dataset
2026.05
0.6141
0.552
GCFL
Setting=multi-dataset
2026.05
0.5144
0.5488
FedStar
Setting=multi-dataset
2026.05
0.478
0.5321
FedAvg
Setting=multi-dataset
2026.05
0.4749
0.5124
FedProx
Setting=multi-dataset
2026.05
0.4604
0.5171
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