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Data Imputation on Diabetes (RMSE, MAE)

Data Imputation on Diabetes (RMSE, MAE)

0.16RMSEGM

Updated 8mo ago

Evaluation results

Method	Links
GM2025.12		0.16	0.16
GAIN2025.12		0.17	0.13
IMPUGAN2025.12		0.32	0.24
FV2025.12		0.46	0.39

State-of-the-art paper

GM

Impugan: Learning Conditional Generative Models for Robust Data Imputation

Dataset

Diabetes

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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 Adult Data Imputation on Heart Disease

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