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Anomaly Detection on MUTAG (AUC, F1-Score)
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97.52
AUC
FedCIGAR
82.7624
86.5937
90.425
94.2563
May 10, 2026
AUC
F1-Score
Updated 22d ago
Evaluation Results
Method
Method
Links
AUC
F1-Score
FedCIGAR
setting=single-dataset
2026.05
97.52
91.67
Self-train
setting=single-dataset
2026.05
94.44
89.58
LG-FGAD
setting=single-dataset
2026.05
87.5
85
FedAvg
setting=single-dataset
2026.05
85.83
85
FedStar
setting=single-dataset
2026.05
85.42
83.33
FedProx
setting=single-dataset
2026.05
84.17
85
FGAD
setting=single-dataset
2026.05
83.75
80.24
GCFL
setting=single-dataset
2026.05
83.33
78.33
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