HyperAI

Multivariate Time Series Imputation On Mujoco

Metrics

MSE (10^2, 50% missing)

Results

Performance results of various models on this benchmark

Comparison Table
Model NameMSE (10^2, 50% missing)
neural-ordinary-differential-equations6.100
latent-odes-for-irregularly-sampled-time0.665
neural-ordinary-differential-equations0.447
Model 40.785
recurrent-neural-networks-for-multivariate0.748
latent-odes-for-irregularly-sampled-time0.285