Imputation on fm-impute-bench (known covariates setting)
0.077NMAETS-ICL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TS-ICLModel Category=TSFM, Covariate Usage=w/ covar2026.06 | 0.077 | 0.074 | |
| TabPFNv2.5-TSModel Category=Tabular Foundation Models, Covariate Usage=w/ covar2026.06 | 0.121 | 0.115 | |
| TS-ICLModel Category=TSFM, Covariate Usage=w/o covar2026.06 | 0.125 | 0.119 | |
| TabICLv2-TSModel Category=Tabular Foundation Models, Covariate Usage=w/ covar2026.06 | 0.141 | 0.134 | |
| TabPFNv2.5-TSModel Category=Tabular Foundation Models, Covariate Usage=w/o covar2026.06 | 0.202 | 0.196 | |
| TabICLv2-TSModel Category=Tabular Foundation Models, Covariate Usage=w/o covar2026.06 | 0.206 | 0.199 | |
| Ridge on CovarModel Category=Local Model, Covariate Usage=w/ covar2026.06 | 0.388 | 0.471 |