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ResearchFormerly WizWand

Time Series Imputation on PhysioNet 90% missingness

0.448MAEHyFAD
0.437520.508260.5790.64974Jun 3, 2026
Updated 5mo ago

Evaluation results

MethodLinks
HyFAD2026.060.4480.782
CSDI2026.060.4920.851
LSCD2026.060.4920.845
BRITS2026.060.560.975
Lerp2026.060.5650.993
SAITS2026.060.5650.971
GPVAE2026.060.6421.038
TimesNet2026.060.6421.031
ModernTCN2026.060.6471.026
SSGAN2026.060.671.06
Mean2026.060.711.097