Time Series Imputation on PhysioNet 90% missingness benchmark leaderboard · SOTA2 Research

Time Series Imputation on PhysioNet 90% missingness

0.448MAEHyFAD

Evaluation Results

Method	Links
HyFAD2026.06		0.448	0.782
CSDI2026.06		0.492	0.851
LSCD2026.06		0.492	0.845
BRITS2026.06		0.56	0.975
Lerp2026.06		0.565	0.993
SAITS2026.06		0.565	0.971
GPVAE2026.06		0.642	1.038
TimesNet2026.06		0.642	1.031
ModernTCN2026.06		0.647	1.026
SSGAN2026.06		0.67	1.06
Mean2026.06		0.71	1.097