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

Downstream Regression Parameter Estimation on Synthetic Data High Signal

0.014Estimated Mean (mu)softImpute

Evaluation Results

Method	Links
softImpute2026.05		0.014	1.15	10.3	0.91	0.85	0.92	0.99	0.88	0.1
softImpute2026.05		0.001	1.15	10	0.91	0.84	0.92	0.99	0.88	0.12
mice2026.05		0.001	1.15	10	0.87	0.79	0.85	0.88	0.78	0.2
missForest2026.05		0	1.1	9.1	0.89	0.78	0.9	1.01	0.84	0.12
Ground truth2026.05		-0.002	1.15	10	0.87	0.8	0.85	0.88	0.78	0
mice2026.05		-0.015	1.13	9.6	0.86	0.78	0.84	0.88	0.77	0.21
missForest2026.05		-0.033	1.07	7.8	0.88	0.75	0.89	1.03	0.82	0.13