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Data Imputation on Adult

Data Imputation on Adult

0.13RMSEGM

Updated 8mo ago

Evaluation results

Method	Links
GM2025.12		0.13	0.78
GAIN2025.12		0.21	0.12
IMPUGAN2025.12		0.24	0.1
FV2025.12		0.38	0.28

State-of-the-art paper

GM

Impugan: Learning Conditional Generative Models for Robust Data Imputation

Dataset

Adult

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Related benchmarks

Classification Accuracy on Adult (test)Classification on Diabetes 25% held-out (test)Classification on Heart Disease 25% held-out (test)Data Imputation on Diabetes (RMSE, MAE)Data Imputation on Heart Disease

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