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Benchmarks
Financial Fraud Detection on AML Non-IID (test)
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94
Accuracy
FedAvg
86.72
88.61
90.5
92.39
Mar 14, 2026
Accuracy
F1 Score
Precision
Recall
Updated 2mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
Precision
Recall
FedAvg
Clients=5, Privacy Set...
2026.03
94
94
94
94
FedAvg
Clients=10, Privacy Se...
2026.03
93
92
92
93
FedAvg
Clients=15, Privacy Se...
2026.03
92
92
92
92
DPxFin
Clients=15, Privacy Se...
2026.03
91
91
91
91
DPxFin
Clients=10, Privacy Se...
2026.03
90
90
90
90
DP-FedAvg
Clients=15, Privacy Se...
2026.03
90
90
90
90
DPxFin
Clients=5, Privacy Set...
2026.03
89
89
90
89
DP-FedAvg
Clients=10, Privacy Se...
2026.03
88
88
89
88
DP-FedAvg
Clients=5, Privacy Set...
2026.03
87
87
88
87
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