HbA1c Imputation on Mayo Clinic 2022-2023 (test) benchmark leaderboard · SOTA2 Research

HbA1c Imputation on Mayo Clinic 2022-2023 (test)

0.2464MAESafeImpute

Evaluation Results

Method	Links
SafeImpute2026.07		0.2464	0.3125	100
GRAPE2026.07		0.2494	0.3688	83.33
TRANS2026.07		0.2649	0.3129	100
DIFFIMPUTER2026.07		0.306	0.4026	100
Missforest2026.07		0.3419	0.4416	83.33
GAIN2026.07		0.3635	0.436	83.33
Hyperimpute2026.07		0.3833	0.4819	83.33
MICE2026.07		0.3889	0.4589	83.33
TDM2026.07		0.4191	0.4832	66.67
Mean2026.07		0.4311	0.5086	83.33
KNN2026.07		0.4983	0.5776	50
MIWAE2026.07		0.504	0.6054	66.67
Remasker2026.07		0.525	0.6475	83.33
LSTM2026.07		0.662	0.7771	83.33