Time Series Imputation on PhysioNet 50% missingness benchmark leaderboard · SOTA2 Research

Time Series Imputation on PhysioNet 50% missingness

0.288Mean Absolute Error (MAE)HyFAD

Evaluation Results

Method	Links
HyFAD2026.06		0.288	0.622
LSCD2026.06		0.305	0.658
CSDI2026.06		0.307	0.673
SAITS2026.06		0.315	0.735
BRITS2026.06		0.385	0.833
Lerp2026.06		0.417	0.84
ModernTCN2026.06		0.44	0.803
SSGAN2026.06		0.449	0.852
TimesNet2026.06		0.453	0.84
GPVAE2026.06		0.521	0.907
Mean2026.06		0.711	1.091