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Data Imputation on PhysioNet (test)
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0.9339
RMSE
Fed-FeatGen
0.923972
0.990986
1.058
1.125014
May 15, 2026
RMSE
STD
Updated 16d ago
Evaluation Results
Method
Method
Links
RMSE
STD
Fed-FeatGen
Paradigm=Federated
2026.05
0.9339
0.0181
FedHF-Impute
Paradigm=Federated
2026.05
0.9363
0.0367
DAE
Paradigm=Centralized
2026.05
0.95
0.0268
VFL-KNN-Impute
Paradigm=Federated
2026.05
0.9662
0.0329
FED-DAE
Paradigm=Federated
2026.05
0.9718
0.0228
Transformer
Paradigm=Centralized
2026.05
0.9824
0.0186
Fed-Mean
Paradigm=Federated
2026.05
0.9927
0.0194
GAIN
Paradigm=Centralized
2026.05
1.0295
0.024
Fed-Transformer
Paradigm=Federated
2026.05
1.0367
0.0124
MICE
Paradigm=Centralized
2026.05
1.1821
0.4247
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