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Data Imputation on SECOM (test)
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0.8205
RMSE
FedHF-Impute
-0.249168
6.971091
14.19135
21.411609
May 15, 2026
RMSE
STD
Updated 16d ago
Evaluation Results
Method
Method
Links
RMSE
STD
FedHF-Impute
Paradigm=Federated
2026.05
0.8205
0.0791
MICE
Paradigm=Centralized
2026.05
1.1231
0.1425
VFL-KNN-Impute
Paradigm=Federated
2026.05
1.1231
0.1425
Transformer
Paradigm=Centralized
2026.05
1.1381
0.1343
Fed-Mean
Paradigm=Federated
2026.05
1.1762
0.1529
Fed-Transformer
Paradigm=Federated
2026.05
1.23
0.1497
Fed-FeatGen
Paradigm=Federated
2026.05
2.2202
1.1321
FED-DAE
Paradigm=Federated
2026.05
4.0519
2.8018
DAE
Paradigm=Centralized
2026.05
20.3387
35.5735
GAIN
Paradigm=Centralized
2026.05
27.5622
48.6025
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