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Graph-level Anomaly Detection on MIX
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0.6377
AUC
FedCIGAR
0.461108
0.506954
0.5528
0.598646
May 10, 2026
AUC
F1-Score
Updated 22d ago
Evaluation Results
Method
Method
Links
AUC
F1-Score
FedCIGAR
Setting=multi-dataset
2026.05
0.6377
0.5496
LG-FGAD
Setting=multi-dataset
2026.05
0.6226
0.5652
Self-train
Setting=multi-dataset
2026.05
0.598
0.5214
FGAD
Setting=multi-dataset
2026.05
0.5958
0.5246
FedStar
Setting=multi-dataset
2026.05
0.5168
0.5489
GCFL
Setting=multi-dataset
2026.05
0.5146
0.5535
FedAvg
Setting=multi-dataset
2026.05
0.4796
0.5389
FedProx
Setting=multi-dataset
2026.05
0.4679
0.535
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