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Anomaly Detection on IMDB BINARY
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70.25
AUC
FedCIGAR
39.7884
47.6967
55.605
63.5133
May 10, 2026
AUC
F1-Score
Updated 22d ago
Evaluation Results
Method
Method
Links
AUC
F1-Score
FedCIGAR
setting=single-dataset
2026.05
70.25
65.16
FGAD
setting=single-dataset
2026.05
67.9
65.08
LG-FGAD
setting=single-dataset
2026.05
66.4
63.1
Self-train
setting=single-dataset
2026.05
65.01
60.83
GCFL
setting=single-dataset
2026.05
56.98
45.44
FedStar
setting=single-dataset
2026.05
54.76
52.4
FedProx
setting=single-dataset
2026.05
41.86
45.7
FedAvg
setting=single-dataset
2026.05
40.96
45.95
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