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ResearchFormerly WizWand

Data Imputation on SECOM (test)

0.8205RMSEFedHF-Impute
-0.2491686.97109114.1913521.411609May 15, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FedHF-ImputeParadigm=Federated2026.050.82050.0791
MICEParadigm=Centralized2026.051.12310.1425
VFL-KNN-ImputeParadigm=Federated2026.051.12310.1425
TransformerParadigm=Centralized2026.051.13810.1343
Fed-MeanParadigm=Federated2026.051.17620.1529
Fed-TransformerParadigm=Federated2026.051.230.1497
Fed-FeatGenParadigm=Federated2026.052.22021.1321
FED-DAEParadigm=Federated2026.054.05192.8018
DAEParadigm=Centralized2026.0520.338735.5735
GAINParadigm=Centralized2026.0527.562248.6025