Tabular Imputation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.414MCAR Score
15
Feb 26, 2026
0.163Mean NRMSE
12
May 8, 2026
0.128NRMSE @ 5%
12
May 8, 2026
0.118NRMSE (5% Missing Data)
12
May 8, 2026
0.146NRMSE (5% Missing Rate)
12
May 8, 2026
0.362Ordinal MACE
7
Jun 5, 2026
0.455Ordinal MACE
7
Jun 5, 2026
0.471MAE
6
May 26, 2026
0.353MAE
6
May 26, 2026
0.279MAE
6
May 26, 2026
0.138MAE
6
May 26, 2026
0.482MAE
6
May 26, 2026
0.904MCAR Score
5
Feb 26, 2026