Data Imputation on SECOM (test)
0.8205RMSEFedHF-Impute
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FedHF-ImputeParadigm=Federated2026.05 | 0.8205 | 0.0791 | |
| MICEParadigm=Centralized2026.05 | 1.1231 | 0.1425 | |
| VFL-KNN-ImputeParadigm=Federated2026.05 | 1.1231 | 0.1425 | |
| TransformerParadigm=Centralized2026.05 | 1.1381 | 0.1343 | |
| Fed-MeanParadigm=Federated2026.05 | 1.1762 | 0.1529 | |
| Fed-TransformerParadigm=Federated2026.05 | 1.23 | 0.1497 | |
| Fed-FeatGenParadigm=Federated2026.05 | 2.2202 | 1.1321 | |
| FED-DAEParadigm=Federated2026.05 | 4.0519 | 2.8018 | |
| DAEParadigm=Centralized2026.05 | 20.3387 | 35.5735 | |
| GAINParadigm=Centralized2026.05 | 27.5622 | 48.6025 |