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Benchmarks
Data Distribution Fidelity on Adult
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0.034
Fidelity Error
AdaFedPrivSyn
0.0118
0.16165
0.3115
0.46135
Mar 9, 2026
Fidelity Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
Fidelity Error
AdaFedPrivSyn
epsilon=5, participant...
2026.03
0.034
PrivSyn
epsilon=5
2026.03
0.036
FedPrivSyn
epsilon=5, participant...
2026.03
0.061
PrivSyn
epsilon=1
2026.03
0.086
AdaFedPrivSyn
epsilon=1, participant...
2026.03
0.097
FedPrivSyn-w/o RP
epsilon=5, participant...
2026.03
0.112
AdaFedPrivSyn
epsilon=0.2, participa...
2026.03
0.158
FedPrivSyn-allMarg
epsilon=5, participant...
2026.03
0.23
FedPrivSyn
epsilon=0.2, participa...
2026.03
0.23
FedPrivSyn-w/o RP
epsilon=1, participant...
2026.03
0.28
FedPrivSyn
epsilon=1, participant...
2026.03
0.281
PrivSyn
epsilon=0.2
2026.03
0.293
FedPrivSyn-RandMarg
epsilon=5, participant...
2026.03
0.326
FedPrivSyn-RandMarg
epsilon=1, participant...
2026.03
0.463
FedPrivSyn-allMarg
epsilon=1, participant...
2026.03
0.476
FedPrivSyn-w/o RP
epsilon=0.2, participa...
2026.03
0.542
FedPrivSyn-RandMarg
epsilon=0.2, participa...
2026.03
0.587
FedPrivSyn-allMarg
epsilon=0.2, participa...
2026.03
0.589
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