IMAGIC-500 is a large synthetic socioeconomic dataset with nested household structure, used to benchmark 14 imputation methods under MCAR, MAR, and MNAR at 10-50% missingness.
Diffusion models for missing value imputation in tabular data
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
baseline 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1roles
baseline 1polarities
baseline 1representative citing papers
citing papers explorer
-
IMAGIC-500: IMputation benchmark on A Generative Imaginary Country (500k samples)
IMAGIC-500 is a large synthetic socioeconomic dataset with nested household structure, used to benchmark 14 imputation methods under MCAR, MAR, and MNAR at 10-50% missingness.