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ResearchFormerly WizWand

Time Series Imputation on PhysioNet 10% missingness

0.206MAEHyFAD
0.185680.322840.460.59716Jun 3, 2026
Updated 5mo ago

Evaluation results

MethodLinks
HyFAD2026.060.2060.423
LSCD2026.060.2120.457
CSDI2026.060.2150.491
SAITS2026.060.2320.583
BRITS2026.060.2780.693
SSGAN2026.060.3230.662
ModernTCN2026.060.3510.697
Lerp2026.060.3720.708
TimesNet2026.060.3750.69
GPVAE2026.060.4690.783
Mean2026.060.7141.035