Parameter Estimation on Synthetic Data 30% MCAR mechanism benchmark leaderboard · SOTA2 Research

Parameter Estimation on Synthetic Data 30% MCAR mechanism

0.7145RMSE (Imp)AV-LR

Evaluation Results

Method	Links
AV-LR2026.03		0.7145	0.0058	0.072	0.0445
SAEM2026.03		0.732	0.0064	0.206	0.078
MIWAE2026.03		0.7385	0.0069	0.218	0.096
IDLGLM2026.03		0.742	0.0071	0.245	0.105
MICE2026.03		0.748	0.0074	0.315	0.16
MissForest2026.03		0.8025	0.0079	0.281	0.285
Mean2026.03		0.995	0.0083	1.52	0.47