ResearchBenchmarksTime Series Imputation on PhysioNet 50% missingnessTime Series Imputation on PhysioNet 50% missingnessFollow0.288Mean Absolute Error (MAE)HyFAD0.271080.385290.49950.61371Jun 3, 2026Evaluation resultsMethodMethodLinksMean Absolute Error (MAE)Root Mean Squared Error (RMSE)HyFAD2026.060.2880.622LSCD2026.060.3050.658CSDI2026.060.3070.673SAITS2026.060.3150.735BRITS2026.060.3850.833Lerp2026.060.4170.84ModernTCN2026.060.440.803SSGAN2026.060.4490.852TimesNet2026.060.4530.84GPVAE2026.060.5210.907Mean2026.060.7111.091