Downstream Regression Parameter Estimation on Synthetic Data Low Signal benchmark leaderboard · SOTA2 Research

Downstream Regression Parameter Estimation on Synthetic Data Low Signal

0.039Mu EstimatesoftImpute

Evaluation Results

Method	Links
softImpute2026.05		0.039	1.68	18.5	0.44	0.45	0.53	0.24	0.58	2.68
Ground truth2026.05		0	1.04	10	0.48	0.4	0.26	0.33	0.35	0
mice2026.05		0	1.04	10	0.48	0.4	0.26	0.32	0.35	0.81
softImpute2026.05		-0.002	1.73	17.7	0.43	0.43	0.52	0.22	0.57	2.79
mice2026.05		-0.002	1.03	10	0.47	0.39	0.25	0.32	0.35	0.81
missForest2026.05		-0.004	0.87	5.7	0.57	0.39	0.37	0.5	0.4	0.48
missForest2026.05		-0.009	0.86	4.7	0.56	0.38	0.36	0.49	0.39	0.48