Regression on Synthetic MCAR, Linear signal (R2, Standard Error) benchmark leaderboard · SOTA2 Research

Regression on Synthetic MCAR, Linear signal (R2, Standard Error)

0.558R2Adaptive LR

Evaluation Results

Method	Links
Adaptive LR2024.02		0.558	0.003
mice Impute-then-Regress2024.02		0.556	0.004
Joint Impute-then-Regress2024.02		0.537	0.003
Mean Impute-then-Regress2024.02		0.533	0.014
RF MIA2024.02		0.488	0.003
XGBoost2024.02		0.474	0.003
CART MIA2024.02		0.321	0.003