Multivariate Time Series Imputation On Mujoco

MSE (10^2, 50% missing)

评测结果

各个模型在此基准测试上的表现结果

		Paper Title
RNN-VAE	6.100	Neural Ordinary Differential Equations
RNN ∆t	0.785	-
RNN GRU-D	0.748	Recurrent Neural Networks for Multivariate Time Series with Missing Values
ODE-RNN	0.665	Latent ODEs for Irregularly-Sampled Time Series
Latent ODE (RNN enc.)	0.447	Neural Ordinary Differential Equations
Latent ODE (ODE enc)	0.285	Latent ODEs for Irregularly-Sampled Time Series

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